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    "textoCompleto" => "<p class="elsevierStylePara">In the last two years we have read several studies that establish a link between hyponatraemia and mortality in haemodialysis &#40;HD&#41; patients&#46;<span class="elsevierStyleSup">1-4 In another study&#44; Sahin et al&#46;5</span> reported that hyponatraemia was only a predictor of mortality in diabetic HD patients&#46; It is important to highlight that in each of these studies the plasma sodium value chosen as the predictive value was different&#58; Natraemia at the time of inclusion &#40;single value&#41; or mean natraemia &#40;over 3 months or one year&#41;&#46; This decision is justified on the basis of publications that state that each patient has fixed natraemia or what has come to be known as setpoint&#46;<span class="elsevierStyleSup">6-10</span></p><p class="elsevierStylePara">Natraemia indicates the <span class="elsevierStyleBold">relationship</span> between the quantity of sodium and water in plasma&#46; In HD patients&#44; the determining factors of these elements are&#58; 1&#41; intake and 2&#41; removal via HD and via the kidneys if there is residual renal function &#40;RRF&#41;&#46; Intake is regulated by physiological and non-physiological factors &#40;Table 1&#41;&#59;<span class="elsevierStyleSup">11</span> losing the renal capacity to remove water and salt makes the water&#47;salt intake relationship a determining factor of natraemia&#46; In fact&#44; the study by Maduell et al&#46; that measured plasma conductivity demonstrated that a low salt diet decreases pre-dialysis plasma conductivity&#46;<span class="elsevierStyleSup">12 </span>If we consider HD in terms of the balance achieved&#44; we may generate mechanisms that stimulate or inhibit intake&#46;<span class="elsevierStyleSup">13</span> For example&#44; a positive sodium balance will increase thirst&#44; blood pressure &#40;BP&#41; and extracellular volume &#40;ECV&#41;&#46;<span class="elsevierStyleSup">14-16</span> By contrast&#44; if dialysate conductivity decreases progressively&#44; as demonstrated by Manlucu et al&#46;&#44; sodium removal will increase and BP and interdialysis weight gain &#40;IDG&#41; will decrease&#44; which will modify plasma conductivity&#46;<span class="elsevierStyleSup">17 </span>Thomson et al&#46;<span class="elsevierStyleSup">18</span> also demonstrated how changes in the HD regimen may alter natraemia&#46; With the foregoing in mind for clinical practice&#44; due to multiple determining factors&#44; natraemia may vary both in accordance with intake and variations in the HD regimen&#44; and as such&#44; it is necessary to distinguish between them&#44; particularly if we wish to correct hyponatraemia&#46;</p><p class="elsevierStylePara">Moreover&#44; natraemia governs volume distribution in different body spaces &#40;intracellular volume &#91;ICV&#93;&#47;ECV&#41;&#46;<span class="elsevierStyleSup">19</span> Hypervolaemia&#44; which has been associated with mortality&#44;<span class="elsevierStyleSup">20 </span>depends on an increased amount of sodium&#44; not natraemia&#46; But measuring the state of hydration is complicated and it has led to bioimpedance becoming widespread in clinical practice&#46; However&#44; we are unaware of any study that has related natraemia to hydration or the distribution of body volumes&#46;</p><p class="elsevierStylePara">With these premises and in order to improve our clinical practice&#44; we considered&#58; 1&#41; the variability of natraemia over time in each patient in relation to the measuring method&#59; 2&#41; the relationship between natraemia and different clinical and HD parameters&#44; and 3&#41; the relationship between natraemia and the distribution of body volume measured by bioimpedance&#46;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">MATERIAL AND METHOD</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">This is a retrospective&#44; observational&#44; clinical study of natraemia in 98 patients&#44; with the only inclusion criteria being time on chronic HD of more than 3 months in the Hospital Universitario Infanta Leonor de Madrid between January 2010 and October 2012&#46; Follow-up ranged from 4 months to the entire collection period&#44; with a mean follow-up of 23&#46;2 &#40;10&#41; months&#46;</p><p class="elsevierStylePara">We collected data using the normal software &#40;TSS<span class="elsevierStyleSup">&#174;</span>&#44; Fresenius&#41; on&#58;</p><ul><li><span class="elsevierStyleBold">Patients&#8217; demographic and clinical characteristics&#58;</span> sex&#44; age&#44; time on HD&#44; RRF measured as mean urea&#47;creatinine clearance &#40;&#62;3ml&#47;min&#41;&#44; diabetes mellitus &#40;yes&#47;no&#41;&#44; heart disease &#40;ejection fraction &#60;40&#37;&#41;&#44; cirrhosis with episodes of fluid retention &#40;yes&#47;no&#41; and treatment with diuretics or antidepressants&#46;</li><li><span class="elsevierStyleBold">HD sessions&#58;</span> technique&#44; duration and total conductivity in dialysate&#46; We also measured the annual mean &#40;years 2010&#44; 2011 and 2012&#41; dry weight&#44; pre-dialysis systolic and diastolic BP and IDG&#46; We calculated IDG as a percentage of dry weight &#40;IDG&#37;&#41;&#46;</li><li>In our unit&#44; we individually managed total dialysate conductivity&#46; This was carried out in accordance with&#58; BP&#44; IDG and tolerance to the session &#40;cramp&#44; low blood pressure&#41;&#46; Initial conductivity was 14mS&#47;cm&#46; If BP values were higher than 150&#47;90mmHg&#44; IDG higher than 1l&#47;24h and haemodynamic tolerance during the session was good&#44; we gradually reduced it by 0&#46;1 to a minimum of 13&#46;6Ms&#47;cm&#46; However&#44; in patients with cramp and low BP&#44; we increased conductivity by 0&#46;1 up to a maximum of 14&#46;2mS&#47;cm&#46;</li><li><span class="elsevierStyleBold">Pre-dialysis tests</span> carried out routinely&#58; date and time of removal of glucose and sodium&#46;&#160;</li><li><span class="elsevierStyleBold">Bioimpedance measurements</span><span class="elsevierStyleBold"> &#40;carried out with a Body Compositor Monitor </span>&#91;BCM&#93;<span class="elsevierStyleSup">&#174;</span>&#44; Fresenius&#41; performed before dialysis on the middle day of the week&#44; in accordance with the normal protocol&#46; We only used the measurements carried out in the same week as the natraemia biochemical test and we measured&#58; pre-dialysis weight&#44; overhydration &#40;OH&#41;&#44; ECV and ICV&#46; We calculated relative overhydration &#40;OH&#47;ECV X 100&#41;&#37;&#44; ECV&#47;ICV&#44; ECV percentage &#40;ECV X 100&#47;pre-dialysis weight&#41; and ICV percentage &#40;ICV x 100&#47;pre-dialysis weight&#41;&#46;</li></ul><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">Laboratory tests and calculations of study parameters</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">The normal biochemical tests were carried out with an indirect potentiometry autoanalyser &#40;ADVIA<span class="elsevierStyleSup">&#174;</span>&#160;2400 Clinical Chemistry System&#44; Siemens&#41;&#46; The coefficient of variation &#40;CV&#41; was 0&#46;7 for Na of 121mEq&#47;l and 0&#46;8 for Na of 142mEq&#47;l&#46;</p><p class="elsevierStylePara">In a group of 59 patients&#44; we measured natraemia using two methods&#58; the aforementioned indirect potentiometry method and direct potentiometry from the same serum sample &#40;Rapidlab 1265<span class="elsevierStyleSup">&#174;</span>&#44; Siemens&#41;&#46;</p><p class="elsevierStylePara">All natraemias were corrected for glucose&#44; considering that sodium decreases 1&#46;6mEq&#47;l for each 100mg&#47;dl increase in glucose above 200mg&#47;dl&#46;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">&#160;</span></p><p class="elsevierStylePara"><span class="elsevierStyleBold">Statistical analysis</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">The data in this study were presented as mean and standard deviation &#40;SD&#41; or median &#40;range&#41; in non-normal distribution values&#46; We calculated the CV of natraemia from the mean and SD of each patient&#46;</p><p class="elsevierStylePara">For comparison of the two continuous independent variables we used the Student&#8217;s t-test for non-paired samples&#46; To compare discrete variables we used the &#935;<span class="elsevierStyleSup">2 </span>test and Fisher&#8217;s<span class="elsevierStyleSup"> </span>test when necessary &#40;n&#60;5&#41;&#46; We calculated Pearson&#8217;s correlation coefficient to assess the association between quantitative variables&#46; A <span class="elsevierStyleItalic">P</span> value &#60;&#46;05 was considered to be statistically significant&#46;</p><p class="elsevierStylePara">We created two study groups in accordance with natraemia&#58; one based on the clinical definition of hyponatraemia<span class="elsevierStyleSup">22</span> &#40;&#60;135mEq&#47;l&#41; and another based on our statistical findings by tertiles&#46;</p><p class="elsevierStylePara">We used the SPSS version 15&#46;0 &#40;SPSS&#44; Chicago&#44; USA&#41; to carry out statistical analysis and create the graphs&#46;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; </span></p><p class="elsevierStylePara"><span class="elsevierStyleBold">RESULTS</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">We studied 63 males and 35 females&#44; with a median age of 69&#46;6 &#40;21-91&#41; years&#46; The median replacement therapy time was 33 &#40;3-322&#41; months&#46; Thirty-six had RRF&#46; Forty-three were diabetic&#44; 27 had heart disease and 6 had liver disease&#46; We collected data from patients&#8217; clinical records with regard to treatment with drugs that potentially induce hyponatraemia&#44; such as diuretics &#40;n&#61;12&#41; and antidepressants &#40;n&#61;11&#41;&#46;</p><p class="elsevierStylePara">In the follow-up 13 patients had died&#44; 11 had received a transplant and 11 had been transferred to another centre or had changed technique&#46;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">Overall natraemia tests</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">In the recall period we carried out a total of 1802 sodium tests&#46; The mean value was 138 &#40;3&#46;2&#41; mEq&#47;l&#44; with a range between 122 and 147mEq&#47;l &#40;mean range 10&#46;5 &#91;4&#46;3&#93; mEq&#47;l&#41;&#46; Mean natraemia corrected for glucose was 139&#46;1 &#40;3&#46;6&#41; mEq&#47;l&#46; The difference between the two natraemias was statistically significant&#44; <span class="elsevierStyleItalic">P</span>&#60;&#46;0001&#46; Of the total tests carried out&#44; 215 &#40;11&#46;9&#37;&#41; were less than 135mEq&#47;l&#44; while 811 &#40;45&#37;&#41; were greater than 140mEq&#47;l&#46; Their distribution is displayed in Figure 1&#46;</p><p class="elsevierStylePara">To measure variability&#44; we first analysed the mean number of natraemias obtained for each patient&#44; which was 18&#46;7 &#40;4-34&#41;&#46; The mean CV of each patient &#40;for corrected natraemia&#41; was 2&#37; &#40;0&#46;8&#41; &#40;range&#58; 1&#37;-5&#46;6&#37;&#41;&#46; There was a negative correlation between natraemia and CV&#58; r&#61;-0&#46;63&#44; <span class="elsevierStyleItalic">P</span>&#60;&#46;0001&#46; As such&#44; when we carried out a separation based on natraemia tertiles &#40;Table 2&#41;&#44; it was highlighted that lower natraemias had a significantly higher CV&#44; SD and range&#46;</p><p class="elsevierStylePara">Lastly&#44; Table 3 displays the number of natraemias below 135 and above 140 recorded per patient&#46;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">Relationship between natraemias and clinical parameters</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">Diabetics had a lower &#40;corrected&#41; natraemia than non-diabetics&#44; 138 &#40;2&#46;4&#41; compared with 139 &#40;2&#41; mEq&#47;l&#44; <span class="elsevierStyleItalic">P</span>&#60;&#46;003&#44; with CV of 2&#46;3 &#40;0&#46;9&#41; compared with 1&#46;9&#37; &#40;0&#46;7&#41; &#40;<span class="elsevierStyleItalic">P</span>&#60;&#46;01&#41; and SD of 3&#46;2 &#40;1&#46;2&#41; compared with 2&#46;5 &#40;0&#46;9&#41; mEq&#47;l &#40;<span class="elsevierStyleItalic">P</span>&#60;&#46;04&#41;&#46; There were no significant differences in range between the two groups&#46; IDG was not statistically different&#46;</p><p class="elsevierStylePara">We did not observe differences in natraemias according to sex&#44; age&#44; time on dialysis&#44; heart disease&#44; liver disease&#44; medication use or RRF &#40;Table 4&#41;&#46; Natraemia was not lower in those who had died during follow-up&#46;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">Relationship between natraemia and dialysis parameters</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">We found a positive relationship between mean natraemia in each patient and total dialysate conductivity&#44; while the correlation between natraemia and IDG &#37; was negative&#46; There was no correlation between natraemia and pre-dialysis systolic and diastolic BP &#40;Table 5&#41;&#46; There were no differences in accordance with the dialysis technique used&#46;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">Comparison between direct and indirect potentiometry</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">In a prospective control that included 59 patients&#44; we tested natraemia from the same extraction of pre-dialysis blood in both methods&#46;</p><p class="elsevierStylePara">Pearson&#8217;s correlation coefficient between the two methods was 0&#46;89 &#40;95&#37; confidence interval&#58; 0&#46;83-0&#46;93&#41; &#40;Figure 2&#41;&#46; Bland-Altman&#8217;s test showed that there were no significant differences&#59; we were able to confirm that at least 3&#37; of the data exceeded the two SD&#46; We found no statistical correlation between natraemia and glucose&#44; cholesterol or total protein concentration&#46; Proteins ranged from 5&#46;7 to 7&#46;2mg&#47;dl&#46;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">Relationship between natraemia and body volumes</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">We tested 136 BCM measurements in 57 patients on whom we had carried out bioimpedance and extracted the samples in the same week&#46;</p><p class="elsevierStylePara">The mean values obtained were&#58; natraemia 139&#46;5 &#40;3&#46;1&#41; mEq&#47;l&#44; OH&#58; 1l &#40;-2&#46;8-8&#46;1&#41;&#44; OH&#47;ECV &#37;&#58; 6&#46;8 &#40;&#8211;16&#46;7-34&#46;2&#41;&#44; ECV 16l &#40;3&#46;4&#41;&#44; ECV &#37;&#47;weight 22&#37; &#40;3&#41;&#44; ICV 16&#46;3l &#40;4&#46;1&#41;&#44; ICV &#37;&#47;weight 22&#46;4&#37; &#40;4&#46;7&#41;&#44; ECV&#47;ICV&#58; 1 &#40;0&#46;1&#41;&#46; 16&#46;2&#37; of measurements displayed OH&#47;ECV &#37; values above 15&#37;&#46; We did not find any correlation between any of these parameters and natraemia at the time they were measured or when we separated them in accordance with this group&#8217;s natraemia tertiles &#40;Table 6&#41;&#46;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">&#160;</span></p><p class="elsevierStylePara"><span class="elsevierStyleBold">DISCUSSION</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">Our study has three main results&#46; The first is that natraemia is not constant in all patients&#46; The second is that natraemia is positively related with dialysate conductivity and negatively with IDG &#37;&#46; The third result is that natraemia is not related to the distribution of body water&#44; which highlights the importance of separating the concepts of natraemia and volaemia&#46;</p><p class="elsevierStylePara">Until present&#44; three studies have stated that there is a sodium set-point or &#8220;fixed&#8221; natraemia in HD patients based on a low CV&#46; Our data confirm that natraemia has a CV that may be considered low mathematically but clinical practice &#40;Table 3&#41; and the wide range reveal that the sodium&#47;water relationship may change and may not be constant due to multiple factors&#46; This table clearly demonstrates the situation that we find daily in clinical practice&#44; since almost 60&#37; of patients had some sodium measurement that was less than 135 or more than 140mEq&#47;l&#46; By the same token&#44; Basile et al&#46;<span class="elsevierStyleSup">8 </span>found that despite a low CV&#44; the intraindividual range was 6&#46;2&#177;2&#46;9 and was higher than 10mEq&#47;l in 11 subjects&#46; In addition&#44; Peixoto et al&#46;<span class="elsevierStyleSup">6 </span>despite claiming that this set-point exists&#44; demonstrated that 21&#37; of patients had a range higher than 10mEq&#47;l&#46; Furthermore&#44; our results show that variability is higher in patients with natraemia of less than 138mEq&#47;l &#40;Table 2&#41;&#46; It is easy to observe from the physiological point of view that although thirst is very well regulated&#44; in daily life there are other non-physiological factors that modify liquid or salt intake and that make natraemia inconstant&#46; Strikingly&#44; CV is higher in diabetics&#44; which could be attributed to the fact that in this group&#44; thirst is stimulated in accordance with blood glucose&#44; although IDG is not statistically significant&#46; Although in previous studies the percentage of diabetics was high &#40;reaching 47&#37; in some studies<span class="elsevierStyleSup">6</span>&#41;&#44; until now&#44; this population had not been studied separately and furthermore it has a lower &#40;corrected&#41; natraemia <span class="elsevierStyleItalic">per se</span>&#46; This variability is important when evaluating natraemia as a mortality factor considered &#8220;constant&#8221; and determining its significance and the value to be selected for these studies and investigating whether there are differences in accordance with the studied populations&#46;</p><p class="elsevierStylePara">Out of the three studies cited regarding the set-point&#44; in two of them natraemia was measured with indirect potenciometry<span class="elsevierStyleSup">7&#44;9</span> and in the other with direct potentiometry&#46;<span class="elsevierStyleSup">8 </span>In normal clinical practice the method used is indirect potentiometry&#44; considered the reference for evaluating other methods&#46;<span class="elsevierStyleSup">23</span> Our results show an excellent correlation between the two methods and all the results were obtained in the same laboratory&#44; which complies with ISO standards&#46; In any case&#44; given that the method employed in most hospitals is indirect potentiometry&#44; we believe that our results are the most relevant and most applicable to clinical practice&#46;</p><p class="elsevierStylePara">In our study we did not find differences in natraemia in terms of the associated diseases or mortality&#44; which may be due to the fact that we had a small number of patients in comparison to the other large studies previously published and because we used a mean natraemia over a long follow-up period&#46; Only diabetic patients had lower corrected natraemias&#44; which we attribute to the abovementioned causes&#46;</p><p class="elsevierStylePara">In relation to the dialysis parameters&#44; we found an association between natraemia and total conductivity in the dialysate&#44; which had not been found in other studies&#46; These results must be interpreted while bearing in mind that it is a retrospective study of a unit in which we individualised dialysate conductivity on the basis of its potential effect on BP and IDG&#44; as was explained in the section &#8220;Material and Method&#8221;&#46; For example&#44; on the basis of the criteria of the year 2012&#58; 6&#37; of patients had a conductivity of 13&#46;6&#37;&#44; 18&#46;7&#37; had 13&#46;7&#44; 31&#46;8&#37; had 13&#46;8&#44; 24&#46;8&#37; had 13&#46;9&#44; 16&#46;9&#37; had 14 and 1&#46;5&#37; had 14&#46;1mS&#47;sec conductivity&#46; In the major studies cited&#44;<span class="elsevierStyleSup">3&#44;4</span> when they tried to explain the role that sodium selection in dialysate plays in mortality&#44; we found disparate results that were difficult to interpret&#46; They did find that sodium concentration in dialysate is related to IDG and BP&#44; but not to natraemia&#46; However&#44; in these studies&#44; the criteria for choosing the dialysate are unknown&#46; The effects of changing sodium concentration in dialysate on natraemia found in the literature are variable&#46; While this relationship is clear in the study by Manculu et al&#46;<span class="elsevierStyleSup">17</span>&#44; in which decreasing dialysate conductivity decreases initial plasma conductivity&#44; the results are different in the study by Paula et al&#46;<span class="elsevierStyleSup">24</span>&#46; If the differences are due to the latter being based on sodium that is calculated by machine&#44; this is not explained&#46; Many current monitors calculate sodium plasma concentration on the basis of ionic dialysance&#46; Although plasma natraemia and calculated natraemia are different&#44;<span class="elsevierStyleSup">25</span> their values are very useful in clinical practice&#46; The point is that when we act on dialysate conductivity to intervene in BP and IDG we modify the sodium balance by diffusion and as a result&#44; we influence natraemia&#46; We do not know the consequences of this action&#46; Since our study is retrospective&#44; we cannot know if lower natraemia is the cause or the consequence of choosing a dialysate with lower conductivity in accordance with clinical parameters&#46; On viewing the existing literature and our data&#44; when the dialysis regimen is modified &#40;changes in conductivity<span class="elsevierStyleSup">17</span> or frequency<span class="elsevierStyleSup">18</span>&#41; natraemia may vary&#46; As such&#44; if decreasing sodium conductivity to control BP or IDG has the result of decreasing natraemia&#44; it would be necessary to conduct new prospective studies to determine if the intended benefit might be offset by decreased natraemia&#46;</p><p class="elsevierStylePara">Natraemia was also negatively related to IDG &#37;&#46; This could be explained by these patients having more sodium gain than water&#44; highlighting the water&#47;sodium relationship&#44; or else because in those who had higher gains we tried to decrease sodium concentration in dialysate to limit the positive balance and thirst&#46; As with the previous point&#44; since this was a retrospective study we were unable to distinguish between cause and effect&#46;</p><p class="elsevierStylePara">Lastly&#44; we would like to comment on the bioimpedance results&#46; Contrary to what we theoretically thought we would find&#44; patients with hyponatraemia did not display a relative increase in ICV or differences in distribution between ECV and ICV or OH&#46; This finding highlights that&#44; like with the population with normal renal function&#44; we could find hyponatraemia with hyper&#47;hypo&#47;normovolaemia and this highlights the complexity of managing the balances volaemia &#40;&#61;sodium&#41; and natraemia &#40;&#61;water&#41; with HD&#46; Until now&#44; no publication had been written in this regard&#44; which means that our study is contributing very new information and is opening a field of research&#46;</p><p class="elsevierStylePara">As limitations to our results&#44; we have already mentioned that the retrospective nature is a confusing factor when it comes to interpreting the relationship between natraemia and dialysate conductivity and IDG &#37; but it does not affect the variability results for natraemia in a normal clinical practice in which the situation can change&#46; The small number of patients could explain why we did not find a difference in mortality or other epidemiological factors&#46; Lastly&#44; must say that we know bioimpedance is not a direct measure of different volumes but it is a very useful tool and one that is employed extensively in dialysis units to assess hydration&#46; As such&#44; although it is not the gold standard method for measuring body water&#44; its use has been validated and on the basis of daily practice&#44; we can say that its results on the absence of a relationship between hydration and natraemia are clear&#46;</p><p class="elsevierStylePara">In conclusion&#44; natraemia in HD patients has a low CV&#44; but it does not display a constant value&#44; especially in patients with a tendency for hyponatraemia and it is necessary to correct it for blood glucose&#46; This CV is higher in diabetics&#44; in whom natraemia is lower&#46; The lack of association between natraemia and volume highlights the need to independently assess the sodium and salt balances that each patient requires&#44; insisting once again on the importance of individualised HD&#46;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">Conflicts of interest</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">The authors declare that they have no conflicts of interest related to the contents of this article&#46;</p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52154&#95;en&#95;t18&#46;12217&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52154_en_t18.12217.jpg" alt="Factors involved in water and salt intake"></img></a></p><p class="elsevierStylePara">Table 1&#46; Factors involved in water and salt intake</p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52155&#95;en&#95;t28&#46;12217&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52155_en_t28.12217.jpg" alt="Differences in the intraindividual coefficient of variation and standard deviation in accordance with natraemia tertiles"></img></a></p><p class="elsevierStylePara">Table 2&#46; Differences in the intraindividual coefficient of variation and standard deviation in accordance with natraemia tertiles</p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52156&#95;en&#95;t38&#46;12217&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52156_en_t38.12217.jpg" alt="Distribution of patients in accordance with the natraemias found"></img></a></p><p class="elsevierStylePara">Table 3&#46; Distribution of patients in accordance with the natraemias found</p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52157&#95;en&#95;t48&#46;12217&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52157_en_t48.12217.jpg" alt="Percentage of patients grouped by tertiles according to clinical characteristics"></img></a></p><p class="elsevierStylePara">Table 4&#46; Percentage of patients grouped by tertiles according to clinical characteristics</p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52158&#95;en&#95;t58&#46;12217&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52158_en_t58.12217.jpg" alt="Mean natraemia correlation for each patient with conductivity used in the dialysate over one year and weight gain during this year"></img></a></p><p class="elsevierStylePara">Table 5&#46; Mean natraemia correlation for each patient with conductivity used in the dialysate over one year and weight gain during this year</p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52159&#95;en&#95;t68&#46;12117&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52159_en_t68.12117.jpg" alt="Bioimpedance results in accordance with the natraemia tertiles "></img></a></p><p class="elsevierStylePara">Table 6&#46; Bioimpedance results in accordance with the natraemia tertiles </p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52160&#95;en&#95;f18&#46;12217&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52160_en_f18.12217.jpg" alt="Distribution of all natraemias measured &#40;n&#61;1802&#41;&#46;"></img></a></p><p class="elsevierStylePara">Figure 1&#46; Distribution of all natraemias measured &#40;n&#61;1802&#41;&#46;</p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52161&#95;en&#95;f28&#46;12217&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52161_en_f28.12217.jpg" alt="Relationship between direct and indirect potentiometry"></img></a></p><p class="elsevierStylePara">Figure 2&#46; Relationship between direct and indirect potentiometry</p>"
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        "resumen" => "<p class="elsevierStylePara"><span class="elsevierStyleBold">Introducci&#243;n&#58;&#160;</span>La natremia en los pacientes en hemodi&#225;lisis &#40;HD&#41; se considera constante&#44; contrariamente a lo observado en la cl&#237;nica diaria&#46; Su relaci&#243;n con par&#225;metros cl&#237;nicos&#44; de di&#225;lisis y con la distribuci&#243;n del agua corporal &#40;AC&#41; no est&#225; aclarada&#46; <span class="elsevierStyleBold">Objetivos&#58;</span> Estudiar&#58; 1&#41; la variabilidad intrasujeto de la natremia&#44; 2&#41; la relaci&#243;n entre natremia y par&#225;metros cl&#237;nicos y dial&#237;ticos y 3&#41; la relaci&#243;n entre natremia y distribuci&#243;n del AC por bioimpedancia&#46; <span class="elsevierStyleBold">Material y m&#233;todos&#58;</span> Estudio observacional retrospectivo de 98 pacientes en HD cr&#243;nica&#46; Se recogieron caracter&#237;sticas cl&#237;nicas&#44; de HD&#44; natremia&#44; glucemia y medidas de bioimpedancia&#46; <span class="elsevierStyleBold">Resultados&#58;</span> Sesenta y tres varones y 35 mujeres de 69&#44;6 &#40;21-91&#41; a&#241;os con seguimiento de 23&#44;2 &#40;10&#41; meses&#46; Variabilidad&#58; 1802 determinaciones de sodio&#58; natremia media 138 &#40;3&#44;2&#41; y corregida para glucemia&#58; 139&#44;1 &#40;3&#44;6&#41; mEq&#47;l&#44; p&#160;&#60;&#160;0&#44;0001&#46; El coeficiente de variaci&#243;n &#40;CV&#41; intrasujeto fue 2 &#40;0&#44;8&#41;&#160;&#37; &#40;rango&#58; 1-5&#44;6&#160;&#37;&#41; y correlacion&#243; negativamente con la natremia &#40;r&#160;&#61;&#160;&#8211;0&#44;63&#44; p&#160;&#60;&#160;0&#44;0001&#41;&#46; Par&#225;metros cl&#237;nicos&#58; en diab&#233;ticos la natremia corregida era inferior a en no-diab&#233;ticos 138 &#40;2&#44;4&#41; frente a 139 &#40;2&#41; mEq&#47;l&#44; p&#160;&#60;&#160;0&#44;003&#44; con CV de 2&#44;3 &#40;0&#44;9&#41; frente a 1&#44;9 &#40;0&#44;7&#41;&#160;&#37; &#40;p&#160;&#60;&#160;0&#44;01&#41; y desviaci&#243;n est&#225;ndar de 3&#44;2 &#40;1&#44;2&#41; frente a 2&#44;5 &#40;0&#44;9&#41; mEq&#47;l &#40;p&#160;&#60;&#160;0&#44;04&#41;&#46;&#160;No encontramos diferencias seg&#250;n sexo&#44; edad&#44; tiempo en di&#225;lisis&#44; cardiopat&#237;a&#44; hepatopat&#237;a&#44; f&#225;rmacos&#44; funci&#243;n renal residual ni mortalidad&#46; Par&#225;metros de HD&#58; relaci&#243;n positiva entre natremia y conductividad del l&#237;quido de di&#225;lisis y negativa con ganancia de peso interdi&#225;lisis &#40;GID&#41;&#46; Bioimpedancia&#58; no relaci&#243;n entre distribuci&#243;n AC y natremia&#46; <span class="elsevierStyleBold">Conclusiones&#58;</span> La natremia var&#237;a en cada paciente y se relaciona positivamente con la conductividad y negativamente con la GID&#46; En diab&#233;ticos la natremia es m&#225;s baja y el CV es mayor&#46; No existe relaci&#243;n entre natremia y la distribuci&#243;n del AC&#46;</p>"
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        "resumen" => "<p class="elsevierStylePara"><span class="elsevierStyleBold">Background&#58;</span> Natraemia in haemodialysis &#40;HD&#41; patients is considered constant contrary to daily clinical observations&#46; Its relationship with clinical parameters&#44; dialysis parameters and body water &#40;BW&#41; distribution is not clear&#46; <span class="elsevierStyleBold">Objectives&#58;</span> The aims of this study were to know 1&#41; the intraindividual variability of natraemia&#44; 2&#41; the relationship between natraemia and clinical and dialysis parameters and 3&#41; the relationship between natraemia and BW distribution by bioimpedance&#46; <span class="elsevierStyleBold">Material and</span> <span class="elsevierStyleBold">Method&#58;</span> Observational retrospective study on 98 chronic HD patients&#46; Clinical&#44; HD and natraemia&#44; glucose and bioimpedance data were collected&#46; <span class="elsevierStyleBold">Results&#58;</span> We included 63 males and 35 females of 69&#46;6 &#40;21-91&#41; years of age&#44; with a follow-up of 23&#46;2 &#40;10&#41; months&#46; Variability&#58; 1802 sodium measurements&#58; mean natraemia 138 &#40;3&#46;2&#41; mEq&#47;l and corrected for glucose&#58; 139&#46;1 &#40;3&#46;6&#41; mEq&#47;l&#44; <span class="elsevierStyleItalic">p</span>&#60;&#46;0001&#46; Intraindividual coefficient of variation &#40;CV&#41; was 2&#37; &#40;0&#46;8&#41; &#40;range 1-5&#46;6&#37;&#41; and it correlated negatively with natraemia &#40;r&#61;-0&#46;63&#44; <span class="elsevierStyleItalic">p</span>&#60;&#46;0001&#41;&#46; Clinical parameters&#58; corrected natraemia was lower in diabetics than in non-diabetics 138 &#40;2&#46;4&#41; compared with 139 &#40;2&#41; mEq&#47;l&#44; <span class="elsevierStyleItalic">p</span>&#60;&#46;003&#44; CV 2&#46;3 &#40;0&#46;9&#41; compared with 1&#46;9 &#40;0&#46;7&#41;&#37; &#40;<span class="elsevierStyleItalic">p</span>&#60;&#46;01&#41; and SD 3&#46;2 &#40;1&#46;2&#41; compared with 2&#46;5 &#40;0&#46;9&#41; mEq&#47;l &#40;<span class="elsevierStyleItalic">p</span>&#60;&#46;04&#41;&#46; No differences according to gender&#44; age&#44; HD time&#44; cardiac or liver disease&#44; medication use&#44; residual renal function or mortality were found&#46; HD parameters&#58; a positive relationship was found between natraemia and total dialysate conductivity and it was negative with interdialysis weight gain &#40;IDG&#41;&#46; - Bioimpedance&#58; no relationship was found between natraemia and BW distribution&#46; <span class="elsevierStyleBold">Conclusions&#58;</span> Natraemia varies in each patient and is related positively with conductivity and negatively with IDG&#46; In diabetics natraemia is lower and CV is higher&#46; There is no relationship between natraemia and BW distribution&#46;</p>"
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Sodium set-point in haemodialysis: is it what we see clinically?
Set-point de sodio en hemodiálisis: ¿es lo que vemos en la clínica?
Marta Albalate Ramóna, Marta Albalateb, Patricia de Sequera Ortiza, Patricia de Sequerab, Rafael Pérez-Garcíaa, Rafael Pérez-Garcíab, Mª Jesús Ruiz Alvarezc, María J. Ruiz-Álvarezd, Elena Corchete Pratse, Elena Corcheteb, Tamar Talavanf, Tamar Talavánd, Roberto Alcázar Arroyoa, Roberto Alcázarb, Marta Puerta Carreteroa, Marta Puertab, Mayra Ortega Díaza, Mayra Ortega-Díazb
a Servicio de Nefrología, Hospital Infanta Elena, Madrid, Madrid, Spain,
b Servicio de Nefrología, Hospital Universitario Infanta Elena, Madrid,
c Laboratorio de Bioquimica, Hospital Infanta Elena, Madrid, Madrid, Spain,
d Laboratorio de Bioquímica, Hospital Universitario Infanta Elena, Madrid,
e Servicio de Nefrologia, Hospital Infanta Elena, Madrid, Madrid, Spain,
f Laboratorio de Bioquímica, Hospital Infanta Elena, Madrid, Madrid, Spain,
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as demonstrated by Manlucu et al&#46;&#44; sodium removal will increase and BP and interdialysis weight gain &#40;IDG&#41; will decrease&#44; which will modify plasma conductivity&#46;<span class="elsevierStyleSup">17 </span>Thomson et al&#46;<span class="elsevierStyleSup">18</span> also demonstrated how changes in the HD regimen may alter natraemia&#46; With the foregoing in mind for clinical practice&#44; due to multiple determining factors&#44; natraemia may vary both in accordance with intake and variations in the HD regimen&#44; and as such&#44; it is necessary to distinguish between them&#44; particularly if we wish to correct hyponatraemia&#46;</p><p class="elsevierStylePara">Moreover&#44; natraemia governs volume distribution in different body spaces &#40;intracellular volume &#91;ICV&#93;&#47;ECV&#41;&#46;<span class="elsevierStyleSup">19</span> Hypervolaemia&#44; which has been associated with mortality&#44;<span class="elsevierStyleSup">20 </span>depends on an increased amount of sodium&#44; not natraemia&#46; But measuring the state of hydration is complicated and it has led to bioimpedance becoming widespread in clinical practice&#46; However&#44; we are unaware of any study that has related natraemia to hydration or the distribution of body volumes&#46;</p><p class="elsevierStylePara">With these premises and in order to improve our clinical practice&#44; we considered&#58; 1&#41; the variability of natraemia over time in each patient in relation to the measuring method&#59; 2&#41; the relationship between natraemia and different clinical and HD parameters&#44; and 3&#41; the relationship between natraemia and the distribution of body volume measured by bioimpedance&#46;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">MATERIAL AND METHOD</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">This is a retrospective&#44; observational&#44; clinical study of natraemia in 98 patients&#44; with the only inclusion criteria being time on chronic HD of more than 3 months in the Hospital Universitario Infanta Leonor de Madrid between January 2010 and October 2012&#46; 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Fresenius&#41; performed before dialysis on the middle day of the week&#44; in accordance with the normal protocol&#46; We only used the measurements carried out in the same week as the natraemia biochemical test and we measured&#58; pre-dialysis weight&#44; overhydration &#40;OH&#41;&#44; ECV and ICV&#46; We calculated relative overhydration &#40;OH&#47;ECV X 100&#41;&#37;&#44; ECV&#47;ICV&#44; ECV percentage &#40;ECV X 100&#47;pre-dialysis weight&#41; and ICV percentage &#40;ICV x 100&#47;pre-dialysis weight&#41;&#46;</li></ul><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">Laboratory tests and calculations of study parameters</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">The normal biochemical tests were carried out with an indirect potentiometry autoanalyser &#40;ADVIA<span class="elsevierStyleSup">&#174;</span>&#160;2400 Clinical Chemistry System&#44; Siemens&#41;&#46; The coefficient of variation &#40;CV&#41; was 0&#46;7 for Na of 121mEq&#47;l and 0&#46;8 for Na of 142mEq&#47;l&#46;</p><p class="elsevierStylePara">In a group of 59 patients&#44; we measured natraemia using two methods&#58; the aforementioned indirect potentiometry method and direct potentiometry from the same serum sample &#40;Rapidlab 1265<span class="elsevierStyleSup">&#174;</span>&#44; Siemens&#41;&#46;</p><p class="elsevierStylePara">All natraemias were corrected for glucose&#44; considering that sodium decreases 1&#46;6mEq&#47;l for each 100mg&#47;dl increase in glucose above 200mg&#47;dl&#46;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">&#160;</span></p><p class="elsevierStylePara"><span class="elsevierStyleBold">Statistical analysis</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">The data in this study were presented as mean and standard deviation &#40;SD&#41; or median &#40;range&#41; in non-normal distribution values&#46; We calculated the CV of natraemia from the mean and SD of each patient&#46;</p><p class="elsevierStylePara">For comparison of the two continuous independent variables we used the Student&#8217;s t-test for non-paired samples&#46; To compare discrete variables we used the &#935;<span class="elsevierStyleSup">2 </span>test and Fisher&#8217;s<span class="elsevierStyleSup"> </span>test when necessary &#40;n&#60;5&#41;&#46; We calculated Pearson&#8217;s correlation coefficient to assess the association between quantitative variables&#46; A <span class="elsevierStyleItalic">P</span> value &#60;&#46;05 was considered to be statistically significant&#46;</p><p class="elsevierStylePara">We created two study groups in accordance with natraemia&#58; one based on the clinical definition of hyponatraemia<span class="elsevierStyleSup">22</span> &#40;&#60;135mEq&#47;l&#41; and another based on our statistical findings by tertiles&#46;</p><p class="elsevierStylePara">We used the SPSS version 15&#46;0 &#40;SPSS&#44; Chicago&#44; USA&#41; to carry out statistical analysis and create the graphs&#46;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160;&#160; </span></p><p class="elsevierStylePara"><span class="elsevierStyleBold">RESULTS</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">We studied 63 males and 35 females&#44; with a median age of 69&#46;6 &#40;21-91&#41; years&#46; The median replacement therapy time was 33 &#40;3-322&#41; months&#46; Thirty-six had RRF&#46; Forty-three were diabetic&#44; 27 had heart disease and 6 had liver disease&#46; We collected data from patients&#8217; clinical records with regard to treatment with drugs that potentially induce hyponatraemia&#44; such as diuretics &#40;n&#61;12&#41; and antidepressants &#40;n&#61;11&#41;&#46;</p><p class="elsevierStylePara">In the follow-up 13 patients had died&#44; 11 had received a transplant and 11 had been transferred to another centre or had changed technique&#46;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">Overall natraemia tests</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">In the recall period we carried out a total of 1802 sodium tests&#46; The mean value was 138 &#40;3&#46;2&#41; mEq&#47;l&#44; with a range between 122 and 147mEq&#47;l &#40;mean range 10&#46;5 &#91;4&#46;3&#93; mEq&#47;l&#41;&#46; Mean natraemia corrected for glucose was 139&#46;1 &#40;3&#46;6&#41; mEq&#47;l&#46; The difference between the two natraemias was statistically significant&#44; <span class="elsevierStyleItalic">P</span>&#60;&#46;0001&#46; Of the total tests carried out&#44; 215 &#40;11&#46;9&#37;&#41; were less than 135mEq&#47;l&#44; while 811 &#40;45&#37;&#41; were greater than 140mEq&#47;l&#46; Their distribution is displayed in Figure 1&#46;</p><p class="elsevierStylePara">To measure variability&#44; we first analysed the mean number of natraemias obtained for each patient&#44; which was 18&#46;7 &#40;4-34&#41;&#46; The mean CV of each patient &#40;for corrected natraemia&#41; was 2&#37; &#40;0&#46;8&#41; &#40;range&#58; 1&#37;-5&#46;6&#37;&#41;&#46; There was a negative correlation between natraemia and CV&#58; r&#61;-0&#46;63&#44; <span class="elsevierStyleItalic">P</span>&#60;&#46;0001&#46; As such&#44; when we carried out a separation based on natraemia tertiles &#40;Table 2&#41;&#44; it was highlighted that lower natraemias had a significantly higher CV&#44; SD and range&#46;</p><p class="elsevierStylePara">Lastly&#44; Table 3 displays the number of natraemias below 135 and above 140 recorded per patient&#46;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">Relationship between natraemias and clinical parameters</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">Diabetics had a lower &#40;corrected&#41; natraemia than non-diabetics&#44; 138 &#40;2&#46;4&#41; compared with 139 &#40;2&#41; mEq&#47;l&#44; <span class="elsevierStyleItalic">P</span>&#60;&#46;003&#44; with CV of 2&#46;3 &#40;0&#46;9&#41; compared with 1&#46;9&#37; &#40;0&#46;7&#41; &#40;<span class="elsevierStyleItalic">P</span>&#60;&#46;01&#41; and SD of 3&#46;2 &#40;1&#46;2&#41; compared with 2&#46;5 &#40;0&#46;9&#41; mEq&#47;l &#40;<span class="elsevierStyleItalic">P</span>&#60;&#46;04&#41;&#46; There were no significant differences in range between the two groups&#46; IDG was not statistically different&#46;</p><p class="elsevierStylePara">We did not observe differences in natraemias according to sex&#44; age&#44; time on dialysis&#44; heart disease&#44; liver disease&#44; medication use or RRF &#40;Table 4&#41;&#46; Natraemia was not lower in those who had died during follow-up&#46;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">Relationship between natraemia and dialysis parameters</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">We found a positive relationship between mean natraemia in each patient and total dialysate conductivity&#44; while the correlation between natraemia and IDG &#37; was negative&#46; There was no correlation between natraemia and pre-dialysis systolic and diastolic BP &#40;Table 5&#41;&#46; There were no differences in accordance with the dialysis technique used&#46;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">Comparison between direct and indirect potentiometry</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">In a prospective control that included 59 patients&#44; we tested natraemia from the same extraction of pre-dialysis blood in both methods&#46;</p><p class="elsevierStylePara">Pearson&#8217;s correlation coefficient between the two methods was 0&#46;89 &#40;95&#37; confidence interval&#58; 0&#46;83-0&#46;93&#41; &#40;Figure 2&#41;&#46; Bland-Altman&#8217;s test showed that there were no significant differences&#59; we were able to confirm that at least 3&#37; of the data exceeded the two SD&#46; We found no statistical correlation between natraemia and glucose&#44; cholesterol or total protein concentration&#46; Proteins ranged from 5&#46;7 to 7&#46;2mg&#47;dl&#46;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">Relationship between natraemia and body volumes</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">We tested 136 BCM measurements in 57 patients on whom we had carried out bioimpedance and extracted the samples in the same week&#46;</p><p class="elsevierStylePara">The mean values obtained were&#58; natraemia 139&#46;5 &#40;3&#46;1&#41; mEq&#47;l&#44; OH&#58; 1l &#40;-2&#46;8-8&#46;1&#41;&#44; OH&#47;ECV &#37;&#58; 6&#46;8 &#40;&#8211;16&#46;7-34&#46;2&#41;&#44; ECV 16l &#40;3&#46;4&#41;&#44; ECV &#37;&#47;weight 22&#37; &#40;3&#41;&#44; ICV 16&#46;3l &#40;4&#46;1&#41;&#44; ICV &#37;&#47;weight 22&#46;4&#37; &#40;4&#46;7&#41;&#44; ECV&#47;ICV&#58; 1 &#40;0&#46;1&#41;&#46; 16&#46;2&#37; of measurements displayed OH&#47;ECV &#37; values above 15&#37;&#46; We did not find any correlation between any of these parameters and natraemia at the time they were measured or when we separated them in accordance with this group&#8217;s natraemia tertiles &#40;Table 6&#41;&#46;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">&#160;</span></p><p class="elsevierStylePara"><span class="elsevierStyleBold">DISCUSSION</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">Our study has three main results&#46; The first is that natraemia is not constant in all patients&#46; The second is that natraemia is positively related with dialysate conductivity and negatively with IDG &#37;&#46; The third result is that natraemia is not related to the distribution of body water&#44; which highlights the importance of separating the concepts of natraemia and volaemia&#46;</p><p class="elsevierStylePara">Until present&#44; three studies have stated that there is a sodium set-point or &#8220;fixed&#8221; natraemia in HD patients based on a low CV&#46; Our data confirm that natraemia has a CV that may be considered low mathematically but clinical practice &#40;Table 3&#41; and the wide range reveal that the sodium&#47;water relationship may change and may not be constant due to multiple factors&#46; This table clearly demonstrates the situation that we find daily in clinical practice&#44; since almost 60&#37; of patients had some sodium measurement that was less than 135 or more than 140mEq&#47;l&#46; By the same token&#44; Basile et al&#46;<span class="elsevierStyleSup">8 </span>found that despite a low CV&#44; the intraindividual range was 6&#46;2&#177;2&#46;9 and was higher than 10mEq&#47;l in 11 subjects&#46; In addition&#44; Peixoto et al&#46;<span class="elsevierStyleSup">6 </span>despite claiming that this set-point exists&#44; demonstrated that 21&#37; of patients had a range higher than 10mEq&#47;l&#46; Furthermore&#44; our results show that variability is higher in patients with natraemia of less than 138mEq&#47;l &#40;Table 2&#41;&#46; It is easy to observe from the physiological point of view that although thirst is very well regulated&#44; in daily life there are other non-physiological factors that modify liquid or salt intake and that make natraemia inconstant&#46; Strikingly&#44; CV is higher in diabetics&#44; which could be attributed to the fact that in this group&#44; thirst is stimulated in accordance with blood glucose&#44; although IDG is not statistically significant&#46; Although in previous studies the percentage of diabetics was high &#40;reaching 47&#37; in some studies<span class="elsevierStyleSup">6</span>&#41;&#44; until now&#44; this population had not been studied separately and furthermore it has a lower &#40;corrected&#41; natraemia <span class="elsevierStyleItalic">per se</span>&#46; This variability is important when evaluating natraemia as a mortality factor considered &#8220;constant&#8221; and determining its significance and the value to be selected for these studies and investigating whether there are differences in accordance with the studied populations&#46;</p><p class="elsevierStylePara">Out of the three studies cited regarding the set-point&#44; in two of them natraemia was measured with indirect potenciometry<span class="elsevierStyleSup">7&#44;9</span> and in the other with direct potentiometry&#46;<span class="elsevierStyleSup">8 </span>In normal clinical practice the method used is indirect potentiometry&#44; considered the reference for evaluating other methods&#46;<span class="elsevierStyleSup">23</span> Our results show an excellent correlation between the two methods and all the results were obtained in the same laboratory&#44; which complies with ISO standards&#46; In any case&#44; given that the method employed in most hospitals is indirect potentiometry&#44; we believe that our results are the most relevant and most applicable to clinical practice&#46;</p><p class="elsevierStylePara">In our study we did not find differences in natraemia in terms of the associated diseases or mortality&#44; which may be due to the fact that we had a small number of patients in comparison to the other large studies previously published and because we used a mean natraemia over a long follow-up period&#46; Only diabetic patients had lower corrected natraemias&#44; which we attribute to the abovementioned causes&#46;</p><p class="elsevierStylePara">In relation to the dialysis parameters&#44; we found an association between natraemia and total conductivity in the dialysate&#44; which had not been found in other studies&#46; These results must be interpreted while bearing in mind that it is a retrospective study of a unit in which we individualised dialysate conductivity on the basis of its potential effect on BP and IDG&#44; as was explained in the section &#8220;Material and Method&#8221;&#46; For example&#44; on the basis of the criteria of the year 2012&#58; 6&#37; of patients had a conductivity of 13&#46;6&#37;&#44; 18&#46;7&#37; had 13&#46;7&#44; 31&#46;8&#37; had 13&#46;8&#44; 24&#46;8&#37; had 13&#46;9&#44; 16&#46;9&#37; had 14 and 1&#46;5&#37; had 14&#46;1mS&#47;sec conductivity&#46; In the major studies cited&#44;<span class="elsevierStyleSup">3&#44;4</span> when they tried to explain the role that sodium selection in dialysate plays in mortality&#44; we found disparate results that were difficult to interpret&#46; They did find that sodium concentration in dialysate is related to IDG and BP&#44; but not to natraemia&#46; However&#44; in these studies&#44; the criteria for choosing the dialysate are unknown&#46; The effects of changing sodium concentration in dialysate on natraemia found in the literature are variable&#46; While this relationship is clear in the study by Manculu et al&#46;<span class="elsevierStyleSup">17</span>&#44; in which decreasing dialysate conductivity decreases initial plasma conductivity&#44; the results are different in the study by Paula et al&#46;<span class="elsevierStyleSup">24</span>&#46; If the differences are due to the latter being based on sodium that is calculated by machine&#44; this is not explained&#46; Many current monitors calculate sodium plasma concentration on the basis of ionic dialysance&#46; Although plasma natraemia and calculated natraemia are different&#44;<span class="elsevierStyleSup">25</span> their values are very useful in clinical practice&#46; The point is that when we act on dialysate conductivity to intervene in BP and IDG we modify the sodium balance by diffusion and as a result&#44; we influence natraemia&#46; We do not know the consequences of this action&#46; Since our study is retrospective&#44; we cannot know if lower natraemia is the cause or the consequence of choosing a dialysate with lower conductivity in accordance with clinical parameters&#46; On viewing the existing literature and our data&#44; when the dialysis regimen is modified &#40;changes in conductivity<span class="elsevierStyleSup">17</span> or frequency<span class="elsevierStyleSup">18</span>&#41; natraemia may vary&#46; As such&#44; if decreasing sodium conductivity to control BP or IDG has the result of decreasing natraemia&#44; it would be necessary to conduct new prospective studies to determine if the intended benefit might be offset by decreased natraemia&#46;</p><p class="elsevierStylePara">Natraemia was also negatively related to IDG &#37;&#46; This could be explained by these patients having more sodium gain than water&#44; highlighting the water&#47;sodium relationship&#44; or else because in those who had higher gains we tried to decrease sodium concentration in dialysate to limit the positive balance and thirst&#46; As with the previous point&#44; since this was a retrospective study we were unable to distinguish between cause and effect&#46;</p><p class="elsevierStylePara">Lastly&#44; we would like to comment on the bioimpedance results&#46; Contrary to what we theoretically thought we would find&#44; patients with hyponatraemia did not display a relative increase in ICV or differences in distribution between ECV and ICV or OH&#46; This finding highlights that&#44; like with the population with normal renal function&#44; we could find hyponatraemia with hyper&#47;hypo&#47;normovolaemia and this highlights the complexity of managing the balances volaemia &#40;&#61;sodium&#41; and natraemia &#40;&#61;water&#41; with HD&#46; Until now&#44; no publication had been written in this regard&#44; which means that our study is contributing very new information and is opening a field of research&#46;</p><p class="elsevierStylePara">As limitations to our results&#44; we have already mentioned that the retrospective nature is a confusing factor when it comes to interpreting the relationship between natraemia and dialysate conductivity and IDG &#37; but it does not affect the variability results for natraemia in a normal clinical practice in which the situation can change&#46; The small number of patients could explain why we did not find a difference in mortality or other epidemiological factors&#46; Lastly&#44; must say that we know bioimpedance is not a direct measure of different volumes but it is a very useful tool and one that is employed extensively in dialysis units to assess hydration&#46; As such&#44; although it is not the gold standard method for measuring body water&#44; its use has been validated and on the basis of daily practice&#44; we can say that its results on the absence of a relationship between hydration and natraemia are clear&#46;</p><p class="elsevierStylePara">In conclusion&#44; natraemia in HD patients has a low CV&#44; but it does not display a constant value&#44; especially in patients with a tendency for hyponatraemia and it is necessary to correct it for blood glucose&#46; This CV is higher in diabetics&#44; in whom natraemia is lower&#46; The lack of association between natraemia and volume highlights the need to independently assess the sodium and salt balances that each patient requires&#44; insisting once again on the importance of individualised HD&#46;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara"><span class="elsevierStyleBold">Conflicts of interest</span></p><p class="elsevierStylePara">&#160;</p><p class="elsevierStylePara">The authors declare that they have no conflicts of interest related to the contents of this article&#46;</p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52154&#95;en&#95;t18&#46;12217&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52154_en_t18.12217.jpg" alt="Factors involved in water and salt intake"></img></a></p><p class="elsevierStylePara">Table 1&#46; Factors involved in water and salt intake</p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52155&#95;en&#95;t28&#46;12217&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52155_en_t28.12217.jpg" alt="Differences in the intraindividual coefficient of variation and standard deviation in accordance with natraemia tertiles"></img></a></p><p class="elsevierStylePara">Table 2&#46; Differences in the intraindividual coefficient of variation and standard deviation in accordance with natraemia tertiles</p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52156&#95;en&#95;t38&#46;12217&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52156_en_t38.12217.jpg" alt="Distribution of patients in accordance with the natraemias found"></img></a></p><p class="elsevierStylePara">Table 3&#46; Distribution of patients in accordance with the natraemias found</p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52157&#95;en&#95;t48&#46;12217&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52157_en_t48.12217.jpg" alt="Percentage of patients grouped by tertiles according to clinical characteristics"></img></a></p><p class="elsevierStylePara">Table 4&#46; Percentage of patients grouped by tertiles according to clinical characteristics</p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52158&#95;en&#95;t58&#46;12217&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52158_en_t58.12217.jpg" alt="Mean natraemia correlation for each patient with conductivity used in the dialysate over one year and weight gain during this year"></img></a></p><p class="elsevierStylePara">Table 5&#46; Mean natraemia correlation for each patient with conductivity used in the dialysate over one year and weight gain during this year</p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52159&#95;en&#95;t68&#46;12117&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52159_en_t68.12117.jpg" alt="Bioimpedance results in accordance with the natraemia tertiles "></img></a></p><p class="elsevierStylePara">Table 6&#46; Bioimpedance results in accordance with the natraemia tertiles </p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52160&#95;en&#95;f18&#46;12217&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52160_en_f18.12217.jpg" alt="Distribution of all natraemias measured &#40;n&#61;1802&#41;&#46;"></img></a></p><p class="elsevierStylePara">Figure 1&#46; Distribution of all natraemias measured &#40;n&#61;1802&#41;&#46;</p><p class="elsevierStylePara"><a href="grande&#47;12117&#95;16025&#95;52161&#95;en&#95;f28&#46;12217&#46;jpg" class="elsevierStyleCrossRefs"><img src="12117_16025_52161_en_f28.12217.jpg" alt="Relationship between direct and indirect potentiometry"></img></a></p><p class="elsevierStylePara">Figure 2&#46; Relationship between direct and indirect potentiometry</p>"
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        "resumen" => "<p class="elsevierStylePara"><span class="elsevierStyleBold">Introducci&#243;n&#58;&#160;</span>La natremia en los pacientes en hemodi&#225;lisis &#40;HD&#41; se considera constante&#44; contrariamente a lo observado en la cl&#237;nica diaria&#46; Su relaci&#243;n con par&#225;metros cl&#237;nicos&#44; de di&#225;lisis y con la distribuci&#243;n del agua corporal &#40;AC&#41; no est&#225; aclarada&#46; <span class="elsevierStyleBold">Objetivos&#58;</span> Estudiar&#58; 1&#41; la variabilidad intrasujeto de la natremia&#44; 2&#41; la relaci&#243;n entre natremia y par&#225;metros cl&#237;nicos y dial&#237;ticos y 3&#41; la relaci&#243;n entre natremia y distribuci&#243;n del AC por bioimpedancia&#46; <span class="elsevierStyleBold">Material y m&#233;todos&#58;</span> Estudio observacional retrospectivo de 98 pacientes en HD cr&#243;nica&#46; Se recogieron caracter&#237;sticas cl&#237;nicas&#44; de HD&#44; natremia&#44; glucemia y medidas de bioimpedancia&#46; <span class="elsevierStyleBold">Resultados&#58;</span> Sesenta y tres varones y 35 mujeres de 69&#44;6 &#40;21-91&#41; a&#241;os con seguimiento de 23&#44;2 &#40;10&#41; meses&#46; Variabilidad&#58; 1802 determinaciones de sodio&#58; natremia media 138 &#40;3&#44;2&#41; y corregida para glucemia&#58; 139&#44;1 &#40;3&#44;6&#41; mEq&#47;l&#44; p&#160;&#60;&#160;0&#44;0001&#46; El coeficiente de variaci&#243;n &#40;CV&#41; intrasujeto fue 2 &#40;0&#44;8&#41;&#160;&#37; &#40;rango&#58; 1-5&#44;6&#160;&#37;&#41; y correlacion&#243; negativamente con la natremia &#40;r&#160;&#61;&#160;&#8211;0&#44;63&#44; p&#160;&#60;&#160;0&#44;0001&#41;&#46; Par&#225;metros cl&#237;nicos&#58; en diab&#233;ticos la natremia corregida era inferior a en no-diab&#233;ticos 138 &#40;2&#44;4&#41; frente a 139 &#40;2&#41; mEq&#47;l&#44; p&#160;&#60;&#160;0&#44;003&#44; con CV de 2&#44;3 &#40;0&#44;9&#41; frente a 1&#44;9 &#40;0&#44;7&#41;&#160;&#37; &#40;p&#160;&#60;&#160;0&#44;01&#41; y desviaci&#243;n est&#225;ndar de 3&#44;2 &#40;1&#44;2&#41; frente a 2&#44;5 &#40;0&#44;9&#41; mEq&#47;l &#40;p&#160;&#60;&#160;0&#44;04&#41;&#46;&#160;No encontramos diferencias seg&#250;n sexo&#44; edad&#44; tiempo en di&#225;lisis&#44; cardiopat&#237;a&#44; hepatopat&#237;a&#44; f&#225;rmacos&#44; funci&#243;n renal residual ni mortalidad&#46; Par&#225;metros de HD&#58; relaci&#243;n positiva entre natremia y conductividad del l&#237;quido de di&#225;lisis y negativa con ganancia de peso interdi&#225;lisis &#40;GID&#41;&#46; Bioimpedancia&#58; no relaci&#243;n entre distribuci&#243;n AC y natremia&#46; <span class="elsevierStyleBold">Conclusiones&#58;</span> La natremia var&#237;a en cada paciente y se relaciona positivamente con la conductividad y negativamente con la GID&#46; En diab&#233;ticos la natremia es m&#225;s baja y el CV es mayor&#46; No existe relaci&#243;n entre natremia y la distribuci&#243;n del AC&#46;</p>"
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        "resumen" => "<p class="elsevierStylePara"><span class="elsevierStyleBold">Background&#58;</span> Natraemia in haemodialysis &#40;HD&#41; patients is considered constant contrary to daily clinical observations&#46; Its relationship with clinical parameters&#44; dialysis parameters and body water &#40;BW&#41; distribution is not clear&#46; <span class="elsevierStyleBold">Objectives&#58;</span> The aims of this study were to know 1&#41; the intraindividual variability of natraemia&#44; 2&#41; the relationship between natraemia and clinical and dialysis parameters and 3&#41; the relationship between natraemia and BW distribution by bioimpedance&#46; <span class="elsevierStyleBold">Material and</span> <span class="elsevierStyleBold">Method&#58;</span> Observational retrospective study on 98 chronic HD patients&#46; Clinical&#44; HD and natraemia&#44; glucose and bioimpedance data were collected&#46; <span class="elsevierStyleBold">Results&#58;</span> We included 63 males and 35 females of 69&#46;6 &#40;21-91&#41; years of age&#44; with a follow-up of 23&#46;2 &#40;10&#41; months&#46; Variability&#58; 1802 sodium measurements&#58; mean natraemia 138 &#40;3&#46;2&#41; mEq&#47;l and corrected for glucose&#58; 139&#46;1 &#40;3&#46;6&#41; mEq&#47;l&#44; <span class="elsevierStyleItalic">p</span>&#60;&#46;0001&#46; Intraindividual coefficient of variation &#40;CV&#41; was 2&#37; &#40;0&#46;8&#41; &#40;range 1-5&#46;6&#37;&#41; and it correlated negatively with natraemia &#40;r&#61;-0&#46;63&#44; <span class="elsevierStyleItalic">p</span>&#60;&#46;0001&#41;&#46; Clinical parameters&#58; corrected natraemia was lower in diabetics than in non-diabetics 138 &#40;2&#46;4&#41; compared with 139 &#40;2&#41; mEq&#47;l&#44; <span class="elsevierStyleItalic">p</span>&#60;&#46;003&#44; CV 2&#46;3 &#40;0&#46;9&#41; compared with 1&#46;9 &#40;0&#46;7&#41;&#37; &#40;<span class="elsevierStyleItalic">p</span>&#60;&#46;01&#41; and SD 3&#46;2 &#40;1&#46;2&#41; compared with 2&#46;5 &#40;0&#46;9&#41; mEq&#47;l &#40;<span class="elsevierStyleItalic">p</span>&#60;&#46;04&#41;&#46; No differences according to gender&#44; age&#44; HD time&#44; cardiac or liver disease&#44; medication use&#44; residual renal function or mortality were found&#46; HD parameters&#58; a positive relationship was found between natraemia and total dialysate conductivity and it was negative with interdialysis weight gain &#40;IDG&#41;&#46; - Bioimpedance&#58; no relationship was found between natraemia and BW distribution&#46; <span class="elsevierStyleBold">Conclusions&#58;</span> Natraemia varies in each patient and is related positively with conductivity and negatively with IDG&#46; In diabetics natraemia is lower and CV is higher&#46; There is no relationship between natraemia and BW distribution&#46;</p>"
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