Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Dialysate calcium, alfacalcidol, and clinical outcomes: A post-hoc analysis of the J-DAVID trial

  • Kunitoshi Iseki ,

    Roles Conceptualization, Investigation, Methodology, Writing – original draft, Writing – review & editing

    chihokun_ohra@yahoo.co.jp

    Affiliation Nakamura Clinic, Urasoe, Okinawa, Japan

  • Daijiro Kabata,

    Roles Data curation, Investigation, Visualization, Writing – review & editing

    Affiliation Department of Medical Statistics, Osaka City University Graduate School of Medicine, Osaka, Japan

  • Tetsuo Shoji,

    Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing

    Affiliations Department of Vascular Medicine, Osaka City University Graduate School of Medicine, Osaka, Japan, Vascular Science Center for Translational Research, Osaka City University Graduate School of Medicine, Osaka, Japan

  • Masaaki Inaba,

    Roles Conceptualization, Writing – review & editing

    Affiliation Department of Metabolism, Endocrinology and Molecular Medicine, Osaka City University Graduate School of Medicine, Osaka, Japan

  • Masanori Emoto,

    Roles Writing – review & editing

    Affiliations Vascular Science Center for Translational Research, Osaka City University Graduate School of Medicine, Osaka, Japan, Department of Metabolism, Endocrinology and Molecular Medicine, Osaka City University Graduate School of Medicine, Osaka, Japan, Department of Nephrology, Osaka City University Graduate School of Medicine, Osaka, Japan

  • Katsuhito Mori,

    Roles Writing – review & editing

    Affiliation Department of Nephrology, Osaka City University Graduate School of Medicine, Osaka, Japan

  • Tomoaki Morioka,

    Roles Writing – review & editing

    Affiliation Department of Metabolism, Endocrinology and Molecular Medicine, Osaka City University Graduate School of Medicine, Osaka, Japan

  • Shinya Nakatani,

    Roles Writing – review & editing

    Affiliation Department of Metabolism, Endocrinology and Molecular Medicine, Osaka City University Graduate School of Medicine, Osaka, Japan

  • Ayumi Shintani

    Roles Writing – review & editing

    Affiliation Department of Medical Statistics, Osaka City University Graduate School of Medicine, Osaka, Japan

Abstract

The selection of dialysate calcium concentration (D-Ca) is still controversial among chronic hemodialysis (HD) regimens. We examined the trajectories of CKD MBD parameters among the J-DAVID trial participants to see the effect of D-Ca and alfacalcidol. The trial was an open-label randomized clinical trial including 976 HD patients with intact PTH of 180 pg/mL or lower which compared the users of vitamin D receptor activator (oral alfacalcidol) and non-users over a median of 4 years. The main D-Ca used at baseline were 3.0 mEq/L in 70% and 2.5 mEq/L in 25%, respectively. The primary endpoint was the composite of fatal and non-fatal cardiovascular events and the secondary endpoint was all-cause mortality. Multivariable Cox proportional hazard regression analyses in which D-Ca was included as a possible effect modifier and serum laboratory data as time-varying covariates showed no significant effect modification for composite cardiovascular events or all-cause mortality. This post hoc analysis showed that the effects of alfacalcidol on cardiovascular outcomes were not significantly modified by D-Ca.

Introduction

The hemodialysis (HD) regimen for kidney failure remained experience-based. They consist of session time and frequency of HD, the material of membrane and size of the dialyzer, vascular access, and dialysate composition. Dialysate composition includes sodium, potassium, glucose, acetate, bicarbonate, and calcium. Among them, dialysate calcium (D-Ca) may play an important role in the management of chronic kidney disease-mineral and bone disorders (CKD-MBD). CKD-MBD is one of the major complications leading to cardiovascular disease (CVD), vascular calcification, bone fracture, and all-cause mortality [1].

Ideally, the dialysis regimen should be individualized [2] as the patient’s status such as age, body size, and co-morbid conditions are variable. However, most dialysis units are using a central dialysis fluid delivery system (CDDS), at least in Japan [3]. Dialysate is selected and fixed in each facility according to the choice of the primary physician. Currently, D-Ca is mostly 2.5 to 3.0 mEq/L in Japan as suggested by KDIGO clinical practice guideline (CPG) based on observational studies [1].

Many observational studies showed that the use of vitamin D receptor activator (VDRA) was associated with a lower risk of all-cause mortality [4, 5], cardiovascular mortality [6], and incident cardiovascular events [7] in hemodialysis patients. In addition, a large cohort study [4] showed the association between VDRA use and all-cause mortality was found regardless of intact parathyroid hormone (intact PTH) levels. VDRAs are shown to have pleiotropic actions which are potentially beneficial in patients with chronic kidney disease [8]. However, in the Japan Dialysis Active Vitamin D (J-DAVID) trial [9], treatment with alfacalcidol did not reduce the risk of composite cardiovascular events or the risk of all-cause mortality in hemodialysis patients without secondary hyperparathyroidism. Then, we hypothesized that dialysate calcium concentration (D-Ca) might have influenced the serum parameters of CKD-MBD and modified the effects of alfacalcidol on these clinical outcomes in the trial. We tested this hypothesis in this post hoc analysis of the J-DAVID trial data.

Methods

We used the data obtained from the participants of the J-DAVID trial [9, 10] to examine the effect of D-Ca on the CKD MBD parameters and outcomes. In brief, during the recruitment period from July 1, 2008, to January 26, 2011, a total of 1,289 patients were assessed for eligibility and 976 patients were randomized to VDRA (oral alfacalcidol) or no VDRA (control). The median follow-up was 4 years, and the all-cause mortality rates were 18.2% in VDRA and 16.8% in control, respectively. During the study period, serial data of mineral metabolism were collected such as corrected Ca, phosphate, and intact PTH every 6 months in addition to baseline and 3 months. Majority of patients (95%) used D-Ca of 2.5 mEq/L or 3.0 mEq/L, and only the small proportion of patients used D-Ca of 2.75 mEq/L or 2.9 mEq/L. Therefore, comparison was done between the two groups of D-Ca of 2.5 and 3.0 mEq/L.

In the original J-DAVID trial, the primary outcome was the composite of fatal and non-fatal cardiovascular events (N = 188), and the secondary outcome was all-cause mortality (N = 169). To increases the power of statistical analysis, this post hoc analysis additionally considered the combined outcome including both the primary and secondary outcomes (N = 277).

To examine the difference in the effect of the alfacalcidol use on the clinical events between the D-Ca on the study enrollment, we conducted multivariable Cox proportional hazard regression analyses considering the time-varying treatment. The regression models included a cross-product term between the treatment and the baseline D-Ca value. The estimators were adjusted for the baseline covariates (sex, age, vintage of dialysis, and history of CVD, diabetic kidney disease, body mass index, C-reactive protein, serum levels of albumin and phosphate, corrected calcium, intact PTH, HDL cholesterol, hemoglobin, systolic blood pressure, and use of intravenous iron) and the time-varying covariates (body mass index, C-reactive protein, serum levels of albumin, phosphate, corrected calcium, intact PTH, hemoglobin, HDL-cholesterol, use of intravenous iron, systolic blood pressure).

The distributions of the covariates on the baseline were shown in the original paper [4]. To convert serum level expressed mg/dL to mmol/L, multiply by 0.25 for serum calcium and 0.323 for serum phosphate.

The J-DAVID trial was conducted in accordance with the principles of the Declaration of Helsinki and the Ethical Guidelines for Clinical Studies by the Ministry of Health, Labor and Welfare, Japan (the original 2003 version, which was modified in 2004 and 2006). The protocol and revisions of this trial were approved by the ethics committee at the Osaka City University Graduate School of Medicine in Japan (approval numbers 1227, 1297, 1385, and 1525) and by the relevant ethics committees or institutional review boards at the study sites. All participants gave written informed consent before the study. The protocol of post hoc analyses using the original J-DAVID trail was reviewed and approved by the ethics committee of the Osaka City University Graduate School of Medicine (Number 4420 on September 26, 2019).

Results

Data of predefined laboratory abnormalities is available in eTable 4 in the original paper [9]. In Table 1 and Fig 1, the trends of serum levels of corrected Ca, intact PTH, phosphate, and in both D-Ca 2.5 and 3.0 mEq/L were shown. Although all three variables were within the target ranges in most patients, the intervention group showed a temporal increase in corrected Ca and a decrease in intact PTH after starting alfacalcidol, and these changes returned to the initial levels thereafter. These changes were similarly observed in both D-Ca 2.5 and 3.0 mEq/L users.

thumbnail
Fig 1. Serial changes in the median (25th, 75th percentile) of serum levels of corrected Ca, phosphate, and intact PTH in D-Ca 2.5 and 3.0 mEq/L.

https://doi.org/10.1371/journal.pone.0273195.g001

thumbnail
Table 1. Prevalence of laboratory abnormalities by allocation and dialysate calcium concentration at each study month.

https://doi.org/10.1371/journal.pone.0273195.t001

In the stratified analyses by D-Ca, treatment with alfacalcidol was not significantly associated with the composite cardiovascular events, all-cause mortality, or the combined outcome in either D-Ca concentration (Table 2). The associations of treatment with alfacalcidol with these outcomes were not significantly modified by D-Ca (Fig 2).

thumbnail
Fig 2. Estimated hazards of composite cardiovascular events (primary outcome), all-cause mortality (secondary outcome), and the combined outcome (primary plus secondary) by the use of alfacalcidol and the baseline dialysate calcium concentration.

Estimated hazard was plotted against the dialysate calcium concentration stratified by the use of alfacalcidol.

https://doi.org/10.1371/journal.pone.0273195.g002

thumbnail
Table 2. Estimated association of alfacalcidol use with the two outcomes stratified by dialysate calcium concentration.

https://doi.org/10.1371/journal.pone.0273195.t002

Also, in the stratified analyses by treatment with alfacalcidol, the D-Ca was not significantly associated with the composite cardiovascular events, all-cause mortality, or the combined outcome regardless of treatment with alfacalcidol (Table 3). The associations of D-Ca with these clinical outcomes were not significantly modified by the use of alfacalcidol (Fig 2).

thumbnail
Table 3. Estimated association of dialysate calcium concentration with the two outcomes stratified by use of alfacalcidol.

https://doi.org/10.1371/journal.pone.0273195.t003

Discussion

The present study showed that the D-Ca in the range of 2.5 to 3.0 mEq/L did not have statistically significant impact on the primary and secondary outcomes of the J-DAVID participants in either the users or non-users of alfacalcidol. Other than D-Ca, many factors such as medication, diet, bone status, and ultrafiltration volume are involved in the calcium balance of HD patients. Optimal D-Ca has been discussed before [11, 12] and after [13, 14] the introduction of calcimimetics (calcium-sensing receptor agonists). In the recent KDIGO CPG, D-Ca with the range of 2.5 to 3.0 mEq/L was suggested [1, 15]. Within this range of D-Ca, the effect of alfacalcidol on clinical outcomes was not significantly modified.

One may speculate that treatment with VDRA is harmful in patients without secondary hyperparathyroidism who are dialyzed against higher concentrations of D-Ca because calcium load is higher. However, we noticed a numerically higher hazard for the composite of cardiovascular events associated with a higher D-Ca in patients who were not treated with alfacalcidol, not in patients who were treated with alfacalcidol, although the result was not statistically significant. The same was true in the association of D-Ca with the hazard for all-cause mortality. Although the exact mechanisms for these observations are unknown, the calcium load from dialysate may not have a detectable impact on clinical outcomes in the range of 2.5 to 3.0 mEq/L of D-Ca. According to the JSDT data in 2009, D-Ca was 2.5 to 3.0 mEq/L in more than 96% of the total number of reported dialysis patients (N = 209,322) in Japan. Otherwise, the result might have been affected the fact that intravenous VDRAs other than oral alfacalcidol were allowed to be used if needed to follow the JSDT guideline, and that more patients in the control group received intravenous VDRAs than the intervention group of the original J-DAVID trial.

This post hoc analysis was not able to show statistically significant association of D-Ca with composite cardiovascular events or all-cause mortality. The lack of significant associations may be attributable to the relatively low statistical power of the original J-DAVID trial. To address this issue, we took another outcome including both the primary composite cardiovascular outcome and the secondary all-cause mortality in this pos hoc analysis. However, the association of D-Ca and the combined outcome was again not significant. Similar to our results, another observational study derived from the Japanese Dialysis Outcomes and Practice Patterns Study reported that the difference in D-Ca was not related to the survival based on the results of 9,201 patients with a median follow-up of 2.03 years [16]. Thus, the low statistical power does not fully explain the neutral results on the D-Ca in this range and clinical outcomes in this study.

Kim HW et al reported that high D-Ca (3.5 mEq/L) was associated with a higher mortality rate and hospitalization with CVD or infection among incident HD patients [17]. “There are potential safety concerns associated with the default use of dialysate calcium concentrations (2.50 mEq/L)” [18]. High D-Ca (3.5 mEq/L) has a higher risk of coronary artery calcification than that lower D-Ca (2.5 mEq/L) [19]. Tagawa et al reported that High (3.0 mEq/L and over) was associated with incident MI among DM dialysis patients with low bone turnover [20].

Control of serum levels of Ca, phosphate, and PTH is mandatory for the prevention and management of CKD-MBD. Hyperphosphatemia is independently associated with an elevated risk of sudden death in patients on hemodialysis [21]. Yamada S et al reported that high serum calcium (10.0–16.5 mg/dL) is a risk factor of infection-related and all-cause death in hemodialysis patients [22]. Concerning the treatment of hyperphosphatemia either non-Ca-based or Ca-based phosphate binder, Ogata H et al compare the effects between non-calcium-based phosphate binders and calcium-based binders for reducing cardiovascular events. There was no difference in all-cause mortality among Japanese HD patients. However, the results may be confounded by the relatively low incidence of cardiovascular events among Japanese patients [23].

Sakoh T et al conducted a short-term (6 months) intervention study to see the effect of changing D-Ca, from 3.0 to 2.75 mEq/L (N = 12) and 2.5 to 2.75 mEq/L (N = 12) [2]. Although the intradialytic Ca loading was different, there were no significant differences in serum Ca, phosphate, PTH, and fibroblast growth factor 23. Yamada S et al observed the effects of lowering D-Ca from 3.0 to 2.75 mEq/L [24]. One year after the conversion, the mean serum Ca level decreased, while serum phosphate, alkaline phosphatase, and PTH increased. These authors concluded that D-Ca should be individualized based on clinical factors. However, a single patient dialysis fluid delivery system (SPDDS) is very uncommon in Japan as the central dialysis fluid delivery system (CDDS) is safe and evolved for more than 50 years [3].

Calcimimetic agents (calcium-sensing receptor agonists) have been available since January 2008 in Japan. During the recruiting period, July 1, 2008, to January 26, 2011, cinacalcet (the first calcimimetic agent in the Japanese market) was used at the start of the J-DAVID trial in 5.9% of the total participants [9]. Most of the dialysis units followed the JSDT guideline published in 2008 [25] and updated in 2013 accordingly [26]. Both cinacalcet and evocalcet are effective for controlling secondary hyperparathyroidism [27] irrespective of D-Ca [28, 29]. By comparing the effects on serum calcification propensity (T50), a surrogate marker of calcification, Shoji T et al reported that a calcimimetic agent etelcalcetide was more effective than a vitamin D receptor activator maxacalcitol [30].

Regular monitoring of serum levels of calcium, phosphate, and PTH is mandatory for the control of CKD-MBD and improving survival. Large differences in these parameters among countries and races, yet the potential confounders of these observations remained to be studied. [31]. However, precise control of serum phosphate and calcium may achieve adequate levels of PTH [3235]. The target of PTH is low as 60 to 180 pg/ml and the survival is excellent in Japan [36].

The strengths of the present study are the post hoc analysis of the J-DAVID trial; therefore, the observation period is relatively long, with a median of 4 years, and the follow-up rate was quite high. Serial laboratory data on mineral metabolism such as corrected Ca, phosphate, and intact PTH were available. The rates of exclusion and loss to follow-up were small as 1.2% and 2.0%, respectively. However, there are several limitations in the present study. Firstly, the study subjects were those with no evidence of severe secondary hyperparathyroidism whose baseline intact PTH levels were 180 pg/mL or lower. Therefore, we could not examine the possible effects of alfacalcidol and different D-Ca levels and the interactions on the clinical outcomes. Second, the vintage of HD was relatively short as the median of 5.6 years. Third, dialysate composition other than calcium was not considered. Finally, the statistical power to detect the differences if any was small as stated in the original paper [4]. This is partly due to the number of events being small.

In conclusion, we observed no significant effects of D-Ca on the CKD MBD parameters and the clinical outcomes. Results support the notion that the current strategy of using D-Ca between 2.5 to 3.0 mEq/L is safe. Further research is necessary for those with secondary hyperparathyroidism.

Acknowledgments

We thank all the collaborators for the J-DAVID trial. A list of them is available in the original paper [4].

References

  1. 1. Kidney Disease: Improving Global Outcomes (KDIGO) CKD-MBG Update Work Group. KDIGO 2017 Clinical Practice Guideline Update for the Diagnosis, Evaluation, Prevention, and Treatment of Chronic Kidney Disease-Mineral and Bone Disorder (CKD-MBD). Kidney Int Suppl 2017; 7:1–59
  2. 2. Sakoh T, Taniguchi M, Yamada S, et al. Short- and Long-term Effects of Dialysate Calcium Concentrations on Mineral and Bone Metabolism in Hemodialysis Patients: The K4 Study. Kidney Med 2019;1(5):296–306. pmid:32734210
  3. 3. Kawanishi H, Moriishi M, Takahashi N, Tsuchiya S. The central dialysis fluid delivery system (CDDS): is it specialty in Japan? Renal Replacement Therapy 2016; 2:1.
  4. 4. Teng M, Wolf M, Ofsthun MN, et al. Activated injectable vitamin D and hemodialysis survival: a historical cohort study. J Am Soc Nephrol. 2005;16(4):1115–1125. pmid:15728786
  5. 5. Kalantar-Zadeh K, Kuwae N, Regidor DL, et al. Survival predictability of time-varying indicators of bone disease in maintenance hemodialysis patients. Kidney Int 2006;70:771–780. pmid:16820797
  6. 6. Shoji T, Shinohara K, Kimoto E, et al. Lower risk for cardiovascular mortality in oral 1alpha-hydroxy vitamin D3 users in a haemodialysis population. Nephrol Dial Transplant. 2004;19(1):179–184. pmid:14671054
  7. 7. Shoji T, Marubayashi S, Shigematsu T, et al. Use of vitamin D receptor activator, incident cardiovascular disease and death in a cohort of hemodialysis patients. Ther Apher Dial. 2015;19(3):235–244.] pmid:25530222
  8. 8. Kovesdy CP and Kalantar-Zadeh K. Vitamin D receptor activation and survival in chronic kidney disease. Kidney Int 2008;73:1355–1363. pmid:18288097
  9. 9. Shoji T, Inaba M, Fukagawa M, et al. Effect of Oral Alfacalcidol on Clinical Outcomes in Patients Without Secondary Hyperparathyroidism Receiving Maintenance Hemodialysis. JAMA. 2018;320(22):2325–2334.
  10. 10. Shoji T, Inaba M, Nishizawa Y. Vitamin D receptor activator and prevention of cardiovascular events in hemodialysis patients-rationale and design of the Japan Dialysis Active Vitamin D (J-DAVID) trial. Renal Replacement Ther 2016; 2:19.
  11. 11. Drüeke Tilman B, Touam Malik. Calcium balance in haemodialysis—do not lower the dialysate calcium concentration too much (con part). Nephrol Dial Transplant 2009; 24(10):2990–2993. pmid:19666667
  12. 12. Gotch Frank A. Pro/Con debate: the calculation on calcium balance in dialysis lowers the dialysate calcium concentrations (pro part). Nephrol Dial Transplant 2009; 24(10):2994–2996. pmid:19633319
  13. 13. Yoshikawa M, Takase O, Tsujimura T, et al. Long-term effects of low calcium dialysates on the serum calcium levels during maintenance hemodialysis treatments: A systematic review and meta-analysis. Sci Rep. 2018; 8: 5310. pmid:29593281
  14. 14. Garimella Pranav S., and Malhotra Rakesh. Dialysate Calcium: A Lot More Than ‘Set It and Forget It’. Kidney Med. 2019 Sep-Oct; 1(5): 238–241.
  15. 15. Ketteler M, Block GA, Evenepoel P, et al. Executive summary of the 2017 KDIGO Chronic Kidney Disease-Mineral and Bone Disorder (CKD-MBD) Guideline Update: what’s changed and why it matters. Kidney Int 2017; 92:26–36. pmid:28646995
  16. 16. Iseki K, Henn L.L., Nomura T, et al. Dialysate Calcium Concentration below 3.0 mEq/L Is Not Associated with Improved Outcomes in the Japanese Dialysis Outcomes and Practice Patterns Study. Nephron 2018; 140:240–248. pmid:30343299
  17. 17. Kim HW, Kim SH, Kim YO, et al. Impact of Dialysate Calcium Concentration on Clinical Outcomes in Incident Hemodialysis Patients. Medicine 2015; 94: e1694. pmid:26448019
  18. 18. Brunelli SM, Sibbel S, Do TP, Cooper K, Bradbury BD. Facility Dialysate Calcium Practices and Clinical Outcomes Among Patients Receiving Hemodialysis: A Retrospective Observational Study. Am J Kidney Dis 2015; 66: 655–665. pmid:26015274
  19. 19. Ok E, Asci G, Bayraktaroglu S, et al. Reduction of Dialysate Calcium Level Reduces Progression of Coronary Artery Calcification and Improves Low Bone Turnover in Patients on Hemodialysis. J Am Soc Nephrol 2016; 27: 2475–2486. pmid:26701977
  20. 20. Tagawa M, Hamano T, Sueta S, et al. Higher dialysate calcium concentration is associated with incident myocardial infarction among diabetic patients with low bone turnover: a longitudinal study. Sci Rep. 2018;8(1):10060. pmid:29968801
  21. 21. Hiyamuta H, Yamada S, Taniguchi M, et al. Association of hyperphosphatemia with an increased risk of sudden death in patients on hemodialysis: Ten-year outcomes of the Q-Cohort Study. Atherosclerosis 2021; 316:25–31. pmid:33260008
  22. 22. Yamada S, Arase H, Tokumoto M, et al. Increased Risk of Infection-Related and All-Cause Death in Hypercalcemic Patients Receiving Hemodialysis: The Q-Cohort Study. Sci Rep. 2020; 10: 6327. pmid:32286455
  23. 23. Ogata H, Fukagawa M, Hirakata H, et al. Effect of Treating Hyperphosphatemia With Lanthanum Carbonate vs Calcium Carbonate on Cardiovascular Events in Patients With Chronic Kidney Disease Undergoing Hemodialysis: The LANDMARK Randomized Clinical Trial. JAMA 2021;325(19):1946–1954. pmid:34003226
  24. 24. Yamada S, Ueki K, Tokumoto M, et al. Effects of Lowering Dialysate Calcium Concentration on Mineral and Bone Disorders in Chronic Hemodialysis Patients: Conversion from 3.0 mEq/L to 2.75 mEq/L. Ther Apher Dial. 2016;20(1):31–39. pmid:26482334
  25. 25. Guideline Working Group, Japanese Society for Dialysis Therapy. Clinical practice guideline for the management of secondary hyperparathyroidism in chronic dialysis patients. Ther Apher Dial 2008;12(6):514–525. pmid:19140852
  26. 26. Fukagawa M, Yokoyama K, Koiwa F, et al. Clinical practice guideline for the management of chronic kidney disease-mineral and bone disorder. Ther Apher Dial 2013;17(3):247–288. pmid:23735142
  27. 27. Fukagawa M, Shimazaki R, Akizawa T; Evocalcet study group. Head-to-head comparison of the new calcimimetic agent evocalcet with cinacalcet in Japanese hemodialysis patients with secondary hyperparathyroidism. Kidney Int. 2018; 94:818–825.
  28. 28. Shigematsu T, Fukagawa M, Yokoyama K, et al. Influence of dialysate Ca concentrations on the therapeutic effects of etelcalcetide with concomitant drugs in patients with secondary hyperparathyroidism. Nephrology (Carlton). 2020; 25(8): 634–643. pmid:31765028
  29. 29. Shigematsu T, Asada S, Endo Y, et al. Efficacy and Safety of Evocalcet Evaluated by Dialysate Calcium Concentration in Patients with Secondary Hyperparathyroidism Undergoing Hemodialysis. Int J Nephrol Renovasc Dis. 2020; 13: 97–106. pmid:32494184
  30. 30. Shoji T, Nakatani S, Kabata D, et al. Comparative Effects of Etelcalcetide and Maxacalcitol on Serum Calcification Propensity in Secondary Hyperparathyroidism: A Randomized Clinical Trial. Clin J Am Soc Nephrol 2021;16(4):599–612. pmid:33685864
  31. 31. Chan K, Karaboyas A, Hal Morgenstern H, et al. International and Racial Differences in Mineral and Bone Disorder Markers and Treatments Over the First 5 Years of Hemodialysis in the Dialysis Outcomes and Practice Patterns Study. Kidney Med. 2019; 1(3): 86–96. pmid:32734189
  32. 32. Kimata N, Albert JM, Akiba T, et al. Association of mineral metabolism factors with all-cause and cardiovascular mortality in hemodialysis patients: the Japan dialysis outcomes and practice patterns study. Hemodial Int 2007;11(3):340–348. pmid:17576300
  33. 33. Akizawa T, Kido R, Fukagawa M, et al. Decreases in PTH in Japanese Hemodialysis Patients with Secondary Hyperparathyroidism: Associations with Changing Practice Patterns. Clin J Am Soc Nephrol. 2011; 6(9): 2280–2288. pmid:21836149
  34. 34. Fukagawa M, Komaba H, Onishi Y, et al. Mineral metabolism management in hemodialysis patients with secondary hyperparathyroidism in Japan: baseline data from the MBD-5D. Am J Nephrol 2011;33(5):427–437. pmid:21508631
  35. 35. Taniguchi M, Fukagawa M, Fujii N, et al. Serum phosphate and calcium should be primarily and consistently controlled in prevalent hemodialysis patients. Ther Apher Dial 2013;17(2):221–228. pmid:23551679
  36. 36. Goodkin DA, Bragg-Gresham JL, Karl G Koenig KG, et al. Association of comorbid conditions and mortality in hemodialysis patients in Europe, Japan, and the United States: the Dialysis Outcomes and Practice Patterns Study (DOPPS). J Am Soc Nephrol 2003;14(12):3270–3277. pmid:14638926