Research Article | Open Access
Elizabeth Hedgeman, Loren Lipworth, Kimberly Lowe, Rajiv Saran, Thy Do, Jon Fryzek, "International Burden of Chronic Kidney Disease and Secondary Hyperparathyroidism: A Systematic Review of the Literature and Available Data", International Journal of Nephrology, vol. 2015, Article ID 184321, 15 pages, 2015. https://doi.org/10.1155/2015/184321
International Burden of Chronic Kidney Disease and Secondary Hyperparathyroidism: A Systematic Review of the Literature and Available Data
The international burden of secondary hyperparathyroidism (SHPT) is unknown, but it may be estimable through the available chronic kidney disease and SHPT literature. Structured reviews of biomedical literature and online data systems were performed for selected countries to ascertain recent estimates of the incidence, prevalence, and survival of individuals with CKD and SHPT. International societies of nephrology were contacted to seek additional information regarding available data. Estimates were abstracted from 35 sources reporting estimates of CKD in 25 countries. Population prevalence estimates of CKD stages 3–5 in adults ranged from approximately 1 to 9% (China, Mexico, resp.). Estimates of the population prevalence of maintenance dialysis therapy ranged from 79 per million population (pmp; China) to 2385 pmp (Japan); incidence rates ranged from 91 pmp (United Kingdom) to 349 pmp (United States). Prevalence of SHPT among stage 5D populations was highly variable and dependent upon the disease definition used. Among the few nations reporting, approximately 30–50% of stage 5D patients had serum parathyroid hormone levels >300 pg/mL. Reported incidence and prevalence estimates across the individual nations were variable, likely reflecting differing population demographics, risk factors, etiologies, and availability of treatment through all stages of CKD.
The increasing incidence and prevalence of chronic kidney disease (CKD), including kidney failure requiring renal replacement therapies (RRT), have drawn attention to the need for understanding accompanying mineral bone disorder (CKD-MBD). Individuals with CKD are at increased risk of bone disorders, vascular abnormalities, and premature mortality due in part to changes in calcium and phosphate homeostasis . While recent guidelines focus primarily on treating renal failure populations [2, 3], work from Levin and colleagues describes early changes in mineral metabolism, particularly parathyroid hormone (PTH) concentrations, that are evident in individuals with only moderate kidney disease . Thus, secondary hyperparathyroidism (SHPT), bone remodeling, and associated mineral dysfunction have been seen to begin in the setting of established CKD when individuals are either asymptomatic or unaware that they have kidney disease.
Because the increased focus on mineral and bone disorders in CKD is relatively recent, little published information is available regarding the international burden of SHPT among even renal replacement populations. Hence, understanding the total burden of SHPT may be feasible only by understanding the total burden of CKD. Nationwide registries now exist to track chronic renal failure, with additional publications providing estimates of the population burden of earlier stage disease [5, 6]. An internationally based systematic review could help estimate this burden.
In the present study we sought to systematically review and summarize the descriptive epidemiology of CKD, including SHPT, across multiple nations. Our review includes data reported by online registries, in the published literature, and through personal contact with national societies of nephrology worldwide.
2. Subjects and Methods
2.1. Disease Definition
Information on CKD stage was recorded as reported in the literature. Renal function estimates were incorporated if based on glomerular filtration rate (GFR) and albuminuria; the Cockcroft-Gault (CG), Modification of Diet in Renal Disease (MDRD), and Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) formulae were all accepted for GFR estimation [7–9]. Kidney function was classified according to the 2002 National Kidney Foundation Kidney Disease Outcomes Quality Initiative (NKF KDOQI) staging system (Table 1) as this classification was the predominant system incorporated into published reports . Published statistics for later stages of disease (e.g., stages 4-5) were assumed to include only individuals not yet on maintenance renal replacement therapies, unless stated otherwise. Evidence of persistence was not required for data to be eligible for estimate inclusion.
Assessment of SHPT in maintenance dialysis populations was through reports of PTH concentration. Based on the 2002 KDOQI clinical practice guidelines, SHPT was defined as PTH > 300 pg/mL or as defined and reported by the source literature . All current assays for measuring PTH were included; all reports of elevated PTH within maintenance dialysis populations were assumed due to SHPT.
2.2. Epidemiologic Outcomes
Incidence, prevalence, mortality, and survival statistics for populations with CKD, including RRT, and SHPT were reviewed. Statistics for CKD stages 3–5, 5D, and 5T were tabulated by stage; grouped statistics (e.g., CKD stages 3–5 and 1–5 and all RRT) were recorded as reported. Renal failure (5D, 5T) incidence and survival were variably presented as rates from day 1 or day 91 of RRT initiation; when not specified, rates were assumed to be from day 1 of RRT initiation. When both rates were available, preference was given to statistics calculated from day 91 of initiation to avoid including individuals requiring only acute/short-term replacement therapy.
2.3. Search Strategy, Study Selection
Epidemiologic surveillance data were reviewed for descriptive statistics pertaining to CKD and SHPT from the following regions and countries: Europe (Denmark, France, Germany, Greece, Italy, Portugal, the Russian Federation, Spain, Sweden, Netherlands, and the United Kingdom (UK)); Asia (China, India, Japan, the Republic of Korea, and Turkey); Oceania (Australia and New Zealand); and the Americas (Brazil, Canada, Mexico, and the United States (US)). These countries were selected to provide a representation of countries in multiple regions of the world for which data were readily available.
A three-stage approach to identify information on the national or regional incidence, prevalence, and survival of persons with CKD or SHPT was implemented. Searches were performed to identify renal registries making available annual data reports. Registries and societies of nephrology were identified via their affiliation with the International Society of Nephrology (ISN) , from online searches and personal experience of the authors. Initial searches for registries and associated data were conducted in June 2013, with checks for data updates in February 2015. (1)To assist with data identification, national societies of nephrology were contacted between July and August of 2013 for information and recommendations. Societies were identified via the ISN, the European Renal Association-European Dialysis and Transplant Association (ERA-EDTA) nations list, and online searches. All societies were first sent an email, with nonresponders called 2-3 times to attempt contact. Responders were informed of the review and queried in a systematic manner about national statistics for CKD and SHPT (see Supplemental Data for questionnaire in Supplementary Material available online at http://dx.doi.org/10.1155/2015/184321). Data and references shared were cross-referenced to the previous literature and renal registry searches and then included if relevant and more recent or representative than previously identified information. (2)Systematic literature searches were similarly performed for articles reporting national or regional statistics of CKD and SHPT; full search strings are provided in the Supplemental Data but included indexed terms such as “population surveillance,” “public health surveillance,” “renal insufficiency, chronic,” and “kidney failure, chronic.” Articles indexed in Medline between January 2000 and June 2013 were eligible for inclusion; no limitations were placed on language of publication. Articles published in languages other than English were translated with freely available online translation software . Additional eligibility criteria were as follows: (a)study designs: observational studies only, focused on national population surveillance; preference given to studies incorporating sample weighting allowing national estimates; when national surveillance estimates not available, studies of subnational populations (e.g., regions, cities) reviewed; intervention studies excluded, (b)population: cohorts of all age groups, or all adults (for CKD, RRT); patients requiring renal replacement therapy (for SHPT), (c)outcomes: chronic kidney disease, chronic renal replacement therapy, and secondary hyperparathyroidism, (d)time: articles published and indexed within Medline, 2001–2013; registries reviewed regularly for updates.
Search results were scanned, with articles selected for review if their abstracts reported statistics for CKD stages 3–5, including dialysis or renal transplant, and focused on a nationally or regionally representative population. Articles were excluded from consideration if they reported data from a previously identified renal registry, if they were published in a language or alphabet not easily translated (e.g., Cyrillic), or if they had been superseded by a publication with more recent or nationally representative data. Additional information on articles and registries identified and international societies contacted can be found below in Section 3 and Tables 1–4.
|List is not to be considered comprehensive; additional data may be available elsewhere. |
*As of 1/2014.
**Nation or region-specific registry data made available via publication.
| aContact information obtained from ERA-EDTA national societies of nephrology list.|
bContact information obtained from website of country’s nephrology society.
cContact information obtained from ISN website.
dSocieties often provided confirmation of existing registries or lack of existing statistics for non-RRT CKD. Some societies additionally provided references and pointers to additional online sources and/or data.
|I: incidence; P: prevalence; S: survival; RRT: renal replacement therapy; SHPT: secondary hyperparathyroidism.|
aList is not to be considered comprehensive; additional data may be available elsewhere with time.
bAdditional data available, but not shown in this writing.
cInformation from Germany was last available in 2005.
dRegional estimates were included as a proxy.
2.4. Data Extraction, Quality Assessment
An epidemiologist familiar with the field reviewed all renal registry data; the titles, abstracts, and selected articles from the literature review; and all information obtained through contacts with the international societies and was responsible for selecting the final data and articles for inclusion. Articles were categorized by nation of surveillance and reviewed for relevant, population-representative estimates; when national estimates were unavailable, articles were reviewed for the best regionally representative estimates, regardless of survey year. Articles suggested by international society contacts were given additional weight if they met the above criteria. Population estimates from selected articles and renal registry data were extracted by trained assistants into a standard workbook. Information on the source and year(s) of the included data and the age of the included patients was obtained when available. Quality control was performed first by a second reviewer and then again by the first author, with authors reviewing half of abstracted information and all information surrounding identified errors. Final estimates presented are from a globally representative selection of nations reporting on renal surveillance. Data presented are most recent estimates, though many established renal registries have collected and published data for several decades.
Eleven registries and/or surveillance systems were identified with freely available, online content (Table 2). Content was limited to epidemiologic surveillance of persons requiring RRT, with some sites providing additional data on PTH distributions (e.g., the Japanese Society of Dialysis and Transplantation, DOPPS). Two sites provided surveillance data of pre-RRT (not on dialysis: NOD) CKD for the US (i.e., the Centers for Disease Control and Prevention’s CKD Surveillance System, the United States Renal Data System (USRDS)). Medline searches of the literature returned 4,473 CKD-related articles and 100 SHPT-related articles published between January 2000 and June 2013. Finally, 16 national societies of nephrology were successfully contacted, providing confirmation of existing (or lack of) registries and direction toward additional publications or registry information (Table 3). Ultimately, epidemiologic statistics for CKD were identified for all 21 countries, with all countries publishing some information on RRT and half publishing pre-RRT prevalence statistics (Table 4). Similarly, SHPT prevalence information among dialysis populations was identified for 13 countries.
3.2. Chronic Kidney Disease: Estimates Not including Renal Replacement Therapy
The literature search for recent, population-representative estimates of NOD CKD yielded 14 articles covering 13 countries; estimates for two additional countries (Australia, US) were obtained from online sites (Table 5) [13–28]. Survey sample sizes ranged from 2746 to 574,024 adults, with only one study  targeting individuals under the age of 18 years (). Survey initiation dates ranged from 1990 to 2012.
|—: data not available.|
AIHW: Australian Institute of Health and Welfare; AusDiab: Australian Diabetes, Obesity and Lifestyle Study; CARHES: Cardiovascular risk in Renal Patients of the Italian Health Examination Survey; CDC: United States Centers for Disease Control and Prevention; CHMS: Canadian Health Measures Survey; CREDIT: Chronic Renal Disease In Turkey; EPIRCE: Estudio Epidemiológico de la Insuficiencia Renal en España; F: female; KNHANES: Korean National Health and Nutrition Examination Survey; M: male; MONA LISA: MONitoring NAtionaL du rISque Artériel; NEOERICA: NEw Opportunities for Early Renal Intervention by Computerised Assessment; NHANES: National Health and Nutrition Examination Survey.
aNot including those on renal replacement therapies.
bCKD-EPI equation used for estimating renal function.
cCockroft-Gault equation used for estimating renal function.
dSchwartz equation used for estimating renal function in children.
eCKD stages 3-4 only.
Most estimates of adult renal function were calculated using an MDRD-based formula; one study reported results estimating function with the Cockcroft-Gault formula;  more recent studies reported CKD-EPI formula-based estimates either alone  or in combination with MDRD-based estimates [16, 17]. The lowest adult prevalence estimates of CKD stages 3–5 were from China (2009-2010 (MDRD): 1.3–2.2%), the Republic of Korea (2007–2009 (MDRD): 2.6–4.6%), and Canada (2007–2009 (CKD-EPI): 3.1%) while the highest prevalence estimates were from Japan (2005 (MDRD): 10.6%), the UK (1990–2003 (MDRD): 8.5%), Mexico (1999-2000 (CG): 8.5%), and the US (1999–2010 (MDRD): 8.0% for stages 3-4 only). Though identified through the literature review, CKD prevalence estimates from India are not reported here as estimates were only for early (i.e., stages 1–3) disease .
3.3. Chronic Kidney Disease: Estimates of Renal Replacement Therapy
Estimates of the population burden of RRT (dialysis (D) or transplant (T)) necessity were typically identified through online renal registries with publicly available content. Online information was identified for all European countries , the UK , Japan [20, 21], the Republic of Korea , Turkey , Canada , the US , Australia, and New Zealand . Estimates from the Latin American Dialysis and Transplant Registry  and the Hong Kong Renal Registry  and for population-based surveys from India  and China  were identified through the published literature. At the time of this report, population estimates for the year 2012 were typically available, with estimates from the published literature being older. For some countries (e.g., Turkey, Mexico), the most recent data available were reported by a larger renal registry through personal communications [18, 25]. Estimates for Germany were available only to 2006 (personal communication, German Society of Nephrology) . Countries and regions covered by an established renal registry typically reported incidence and prevalence estimates for all RRT combined, as well as prevalence estimates for dialysis alone and renal transplant alone. The Japanese Society of Dialysis and Transplant provided data only for individuals on dialysis; prevalence data of any kind were not available for India.
Incidence and prevalence statistics for RRT were reported in the unit of per million population (pmp). Contrary to the literature for earlier stage CKD, estimates for RRT included both adults and children, with the exception of data from the UK Renal Registry, which computed separate estimates for adults and children (Table 6 for dialysis only; Table 7 for all RRT). Among the European countries, unadjusted annual incidence rates (IR) and prevalence (P) for all RRT (Table 7) ranged from 48 to 207 pmp per year and 214 to 1670 pmp, respectively, with Portugal having the highest P and second highest IR. Estimates from most Asian countries were similar to those of Europe, with RRT incidence rates of 36–295 pmp and prevalence of 815–1446 pmp. Of note, the 2011 prevalence of dialysis alone in Japan was the highest estimate identified for any country, at 2385 pmp (Table 6; incidence data not reported). Within the Americas, the 2010 incidence rate of RRT in Mexico was the highest (458 pmp per year), while the 2012 prevalence of RRT in the US (1968 pmp) predominated.
|—: data not available.|
ANZDATA: The Australia and New Zealand Dialysis and Transplant Registry; CORR: Canadian Organ Replacement Register; ERA-EDTA: European Renal Association-European Dialysis and Transplant Association; HD: hemodialysis; JSDT: Japanese Society for Dialysis Therapy; LADTR: Latin American Dialysis and Transplant Registry; PD: peritoneal dialysis; UKRR: UK Renal Registry; USRDS: United States Renal Data System.
aHemodialysis/hemofiltration and peritoneal dialysis modes.
bIncidence at day 91.
cEstimate adjusted for modality, age, gender race, ethnicity, and primary diagnosis.
dEstimate varies by region.
eSurvival estimate is a combined multination estimate from ERA-EDTA; survival from day 91 forward.
fEstimate is from the Registry of the Nephrology, Dialysis and Transplantation in Turkey (2007).
gEstimate is from the Latin American Fresenius Medical Care Database.
Survival data is stratified by age; 1-year and 5-year survival information provided is for the 65–74 yr age group of Australians.
|—: data not available.|
ANZDATA: The Australia and New Zealand Dialysis and Transplant Registry; CORR: Canadian Organ Replacement Register; ERA-EDTA: European Renal Association-European Dialysis and Transplant Association; JSDT: Japanese Society for Dialysis Therapy; LADTR: Latin American Dialysis and Transplant Registry; UKRR: UK Renal Registry; USRDS: United States Renal Data System.
aIncidence at day 91.
bRegional estimate used as proxy for national estimate.
cSurvival estimate is a combined multination estimate from ERA-EDTA; survival from day 91 forward.
Survival data were available for both the dialysis-only and all RRT populations (Tables 6 and 7), with the majority of data coverage for the dialysis-only groups. One-year survival within dialysis populations ranged from 76.0% (Mexico, 2010) to 96.1% (UK, 2011). Five-year dialysis survival was markedly lower, with the lowest reported at 36% for the US (2011).
3.4. Chronic Kidney Disease: Estimates of SHPT within RRT Populations
Current estimates of the global burden of SHPT within CKD populations were identified from two publications [32, 33], three contacts with international societies of nephrology (Japanese Society of Nephrology, Russian Registry of Renal Replacement Therapy, and Danish Nephrology Registry personal communication), and publicly available data from Dialysis Outcomes Practice Patterns Study (DOPPS) . All sources screened patient populations requiring RRT, either en masse or by selecting a random sample of prevalent patients. While total population data was presumed to include children requiring dialysis, the population estimates based on random sampling focused primarily on adult patients. Parathyroid function was assessed using a PTH or intact PTH (iPTH) assay, with the threshold of SHPT typically set at PTH (or iPTH) >300 pg/mL. Across Europe and Australia, the prevalence of SHPT within dialysis populations (PTH > 300 pg/mL) ranged from 30 to 49%; prevalence within dialysis populations in the Americas (US, Canada) was estimated at 54% (Table 8). Within Asia, prevalence estimates for SHPT (iPTH > 300 pg/mL) were only identified for India (28%) and Japan (11.5%).
|—: data not available.|
DOPPS: Dialysis Outcomes and Practice Patterns Study; HD: hemodialysis; PD: peritoneal dialysis; PTH: parathyroid hormone; TX: renal transplant.
aBy personal communication.
The objective of this study was to provide a comprehensive evaluation and summary of the global epidemiology of CKD and associated SHPT. Because we focused on point estimates across the stages of disease (e.g., stages 3–5, 5D), we did not evaluate the annual trends in disease estimates as previous authors have [35, 36].
All countries included in this review had some type of surveillance or registry to estimate the incidence and prevalence of end stage renal disease in their population. As the collection and reporting of CKD stages 5D and 5T information have been ongoing for years in many countries, these data are the most standard and comparable. Recent, population-based estimates for more moderate stages of CKD were not available for every country. Nevertheless, it appeared that countries with higher incidence and prevalence of end stage renal disease did not always have a comparably high precursor estimate of adult CKD stages 3–5. For example, Japan’s 2005 estimate of 10.6% prevalence of stages 3–5 CKD corresponded with its high ESRD incidence rate (2011: 295 pmp), while the 2012 CKD stages 3–5 prevalence estimate of 8.2% for France was accompanied by middling 5D, 5T incidence and prevalence estimate (2011 IR: 150 pmp, P: 1086 pmp). Similarly, the comparatively lower adult stages 3–5 prevalence estimate of 6.1% (2008-2009) in Portugal did not correspond with its larger 5D, 5T incidence and prevalence estimates (2011 IR: 226 pmp per year, P: 1662 pmp), which were the largest reported within Europe.
The available population CKD estimates raise questions about differences in the etiology and progression of CKD across different countries. As renal function is known to decrease normally with increasing age [37, 38], prevalence estimates may reflect different age structures within the individual countries. Similarly, differences may reflect differing population burdens of diabetes mellitus, hypertension, or polycystic kidney disease, all of which are established risk factors for CKD. Less obviously, the estimates may reflect a different propensity for cardiovascular-related mortality prior to or during end stage renal disease , differences in mortality risk within the first year of dialysis and longer-term survival , or differential availability of life-extending dialysis and transplant resources  or attitudes toward end-of-life palliative care. These sources of variability limit the inferences from direct comparisons across the countries and provide targets for further research.
With respect to SHPT, we observed stronger similarities reported across the dialysis-dependent populations. As most population averages of SHPT hovered between 30 and 50%, the data would initially suggest that once renal failure has occurred, the biological mechanisms underlying SHPT are only minimally influenced by population or geographic differences. Before such an assertion could be verified, more information is necessary on the rates of parathyroidectomy and drug treatment schedules across the various countries (e.g., see Lafrance et al. ). These data were not within the scope of our searches. Additional caution must be employed when comparing PTH concentration reported using different detection assays (e.g., PTH versus iPTH assays) as earlier generation assays detect both the full protein with calcemic activity and truncated peptides with antagonistic properties . Finally, the estimates presented were likely to reflect only the prevalence of SHPT in adults, even when the total population was tested; this is due to the primary association of kidney failure with aging and long-term chronic conditions in “Western” societies. Estimates of SHPT specifically among patients under the age of 18 years may vary substantially from those presented.
The data, particularly the estimates of moderate kidney disease, may be variably comparable for a few noteworthy reasons. While we limited this work to GFR-based estimates of renal function, the literature over the past decade incorporates estimates using the Cockcroft-Gault, MDRD, and CKD-EPI based models; these equations produce estimates with reasonably similar error at eGFR < 60 mL/min/1.73 m2 as compared to the gold standard;  some nations have further adapted the equations to improve their accuracy within their populations (e.g., Japan’s modified MDRD formula). Estimates are also variably comparable due to year of the survey: in some cases, the data with the best population coverage (e.g., stages 3–5 data for Mexico or Australia) were over a decade old and may no longer reflect the true population burden of disease. For example, the prevalence of both obesity and diabetes has risen sharply in Mexico, and older estimates of CKD presumably underestimate the current population burden .
Though single point estimates are presented here, the ongoing, cross-sectional estimations produced by the US National Health and Nutrition Examination Survey (NHANES), Korean National Health and Nutrition Examination Survey (KNHANES), and Canadian Health Measures Survey (CHMS) are worth noting because they allow review of long-term trends of early and moderate CKD prevalence within their respective populations [46–48]. In addition, population estimates based on medical history data from the UK’s NEOERICA (NEw Opportunities for Early Renal Intervention by Computerized Assessment) project and Japan’s annual health checks have the potential to seamlessly gather information and produce ongoing estimates without the necessity of surveillance studies [49, 50].
Despite the caveats listed above, we present these international estimates of SHPT and chronic kidney disease as a way to stimulate discussion and research. Even when renal replacement therapies are available, the estimates suggest potential differences in the incidence, progression, and/or etiology of CKD that may not be immediately explainable. As the public health communities design ways to track disease burden, the information should lead to discussion of the best practices to prevent and treat disease, which may ultimately reduce the global burden of CKD.
Conflict of Interests
Kimberly Lowe, Thy Do, and Jon Fryzek have been Amgen, Inc., employees. Elizabeth Hedgeman, Jon Fryzek, and Rajiv Saran have consulted for Amgen, Inc.
Elizabeth Hedgeman would like to acknowledge the team at EpidStat Institute, as well as the open spirit of collaboration from all of the international societies of nephrology that were successfully contacted. This review was sponsored and funded by Amgen.
Supplementary materials include the search strings used for chronic kidney disease, renal replacement therapy and secondary hyperparathyroidism searches within the Medline database. Also included is a copy of the call log and survey used for contacting the individual nephrology societies.
- G. A. Block, P. S. Klassen, J. M. Lazarus, N. Ofsthun, E. G. Lowrie, and G. M. Chertow, “Mineral metabolism, mortality, and morbidity in maintenance hemodialysis,” Journal of the American Society of Nephrology, vol. 15, no. 8, pp. 2208–2218, 2004.
- A. S. Levey, J. Coresh, E. Balk et al., “National Kidney Foundation practice guidelines for chronic kidney disease: evaluation, classification, and stratification,” Annals of Internal Medicine, vol. 139, no. 2, pp. 137–147, 2003.
- Kidney Disease: Improving Global Outcomes (KDIGO) CKD-MBD Work Group, “KDIGO clinical practice guideline for the diagnosis, evaluation, prevention, and treatment of Chronic Kidney Disease-Mineral and Bone Disorder (CKD-MBD),” Kidney International Supplements, no. 113, pp. S1–S130, 2009.
- A. Levin, G. L. Bakris, M. Molitch et al., “Prevalence of abnormal serum vitamin D, PTH, calcium, and phosphorus in patients with chronic kidney disease: results of the study to evaluate early kidney disease,” Kidney International, vol. 71, no. 1, pp. 31–38, 2007.
- N. Neil, D. R. Walker, R. Sesso et al., “Gaining efficiencies: resources and demand for dialysis around the globe,” Value in Health, vol. 12, no. 1, pp. 73–79, 2009.
- A. F. De Vecchi, M. Dratwa, and M. E. Wiedemann, “Healthcare systems and end-stage renal disease (ESRD) therapies—an international review: Costs and reimbursement/funding of ESRD therapies,” Nephrology Dialysis Transplantation, vol. 14, supplement 6, pp. 31–41, 1999.
- D. W. Cockcroft and M. H. Gault, “Prediction of creatinine clearance from serum creatinine,” Nephron, vol. 16, no. 1, pp. 31–41, 1976.
- A. S. Levey, J. P. Bosch, J. B. Lewis, T. Greene, N. Rogers, and D. Roth, “A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Modification of Diet in Renal Disease Study Group,” Annals of Internal Medicine, vol. 130, no. 6, pp. 461–470, 1999.
- A. S. Levey, L. A. Stevens, C. H. Schmid et al., “A new equation to estimate glomerular filtration rate,” Annals of Internal Medicine, vol. 150, no. 9, pp. 604–612, 2009.
- National Kidney Foundation Kidney Disease Outcomes Quality Initiative (NKF KDOQI), Clinical Practice Guidelines for Bone Metabolism and Disease in Chronic Kidney Disease, National Kidney Foundation, 2002, http://www2.kidney.org/professionals/KDOQI/guidelines_bone/.
- International Society of Nephrology (ISN), International Society of Nephrology (ISN), http://www.theisn.org/.
- Google Translate [Internet], 2013, http://translate.google.com/.
- O. Soylemezoglu, A. Duzova, F. Yalçinkaya, T. Arinsoy, and G. Süleymanlar, “Chronic renal disease in children aged 5-18 years: a population-based survey in Turkey, the CREDIT-C study,” Nephrology Dialysis Transplantation, vol. 27, supplement 3, pp. iii146–iii151, 2012.
- D. Amato, C. Alvarez-Aguilar, R. Castañeda-Limones et al., “Prevalence of chronic kidney disease in an urban Mexican population,” Kidney International, vol. 68, pp. S11–S17, 2005.
- L. de Nicola, C. Donfrancesco, R. Minutolo et al., “Epidemiology of chronic kidney disease in Italy: current state and contribution of the CARHES study,” Giornale Italiano di Nefrologia, vol. 28, no. 4, pp. 401–407, 2011.
- P. Arora, P. Vasa, D. Brenner et al., “Prevalence estimates of chronic kidney disease in Canada: results of a nationally representative survey,” CMAJ, vol. 185, no. 9, pp. E417–E423, 2013.
- P. P. Varma, D. K. Raman, T. S. Ramakrishnan, P. Singh, and A. Varma, “Prevalence of early stages of chronic kidney disease in apparently healthy central government employees in India,” Nephrology Dialysis Transplantation, vol. 25, no. 9, pp. 3011–3017, 2010.
- ERA-EDTA Registry, ERA-EDTA Registry Annual Report 2011, Department of Medical Informatics, Academic Medical Center, Amsterdam, The Netherlands, 2013, http://www.era-edta-reg.org/files/annualreports/pdf/AnnRep2011.pdf.
- The United Kingdom Renal Registry, February 2015, http://www.renalreg.com/.
- The Japanese Society of Dialysis and Transplant (English), 2015, http://www.jsdt.or.jp/index_e.html.
- S. Nakai, Y. Watanabe, I. Masakane et al., “Overview of regular dialysis treatment in Japan (as of 31 December 2011),” Therapeutic Apheresis and Dialysis, vol. 17, no. 6, pp. 567–611, 2013.
- The Korean Society of Nephrology, KSN.org, http://www.ksn.or.kr/english/.
- The Turkish Society of Nephrology, TSN.org, 2015, http://tsn.org.tr/en/.
- Canadian Institute for Health Information, Canadian Organ Replacement Register Annual Report: Treatment of End-Stage Organ Failure in Canada, 2002 to 2011, Canadian Institute for Health Information, 2013, https://secure.cihi.ca/free_products/2013_CORR_Annua_Report_EN.pdf.
- U.S. Renal Data System, USRDS 2013 Annual Data Report: Atlas of Chronic Kidney Disease and End-Stage Renal Disease in the United States, Report No.: 2013, National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, Md, USA, 2013, http://www.usrds.org/adr.aspx.
- “Australia and New Zealand dialysis and transplant registry,” Annual Report no. 35, ANZDATA, 2013, http://www.anzdata.org.au/anzdata/AnzdataReport/35thReport/2012_annual_report.pdf.
- G. Rosa-Diez, M. Gonzalez-Bedat, R. Pecoits-Filho et al., “Renal replacement therapy in Latin American end-stage renal disease,” Clinical Kidney Journal, vol. 7, no. 4, pp. 431–436, 2014.
- Y.-W. Ho, K.-F. Chau, B.-Y. Choy et al., “Hong Kong renal registry report 2012,” Hong Kong Journal of Nephrology, vol. 15, no. 1, pp. 28–43, 2013.
- G. K. Modi and V. Jha, “The incidence of end-stage renal disease in India: a population-based study,” Kidney International, vol. 70, no. 12, pp. 2131–2133, 2006.
- L. Zuo, M. Wang, and Chinese Association of Blood Purification Management of Chinese Hospital Association, “Current burden and probable increasing incidence of ESRD in China,” Clinical Nephrology, vol. 74, supplement 1, pp. S20–S22, 2010.
- U. Frei, H.-J. Schober-Halstenberg, and QuaSi-Niere, Bericht über Dialysebehandlung und Nierentransplantation in Deutschland 2006-2007, QuaSi-Niere gGmbH, Berlin, Germany, 2008.
- T. Jeloka, M. Mali, A. Jhamnani, S. Konde, and V. Jadhav, “Are we overconcerned about secondary hyperparathyroidism and underestimating the more common secondary hypoparathyroidism in our dialysis patients?” The Journal of the Association of Physicians of India, vol. 60, pp. 102–105, 2012.
- R. B. de Oliveira, E. N. da Silva, D. M. F. Charpinel et al., “Secondary hyperparathyroidism status in Brazil: Brazilian census of parathyroidectomy,” Jornal Brasileiro de Nefrologia, vol. 33, no. 4, pp. 457–462, 2011.
- Arbor Research Collaborative for Health, Dialysis Outcomes Practice Patterns Study (DOPPS) Practice Monitor, 2013, http://www.dopps.org/DPM/.
- ESRD Incidence Study Group, J. H. Stewart, M. R. E. McCredie, and S. M. Williams, “Geographic, ethnic, age-related and temporal variation in the incidence of end-stage renal disease in Europe, Canada and the Asia-Pacific region, 1998–2002,” Nephrology Dialysis Transplantation, vol. 21, no. 8, pp. 2178–2183, 2006.
- J. H. Stewart, M. R. E. McCredie, S. M. Williams, K. J. Jager, L. Trpeski, and S. P. McDonald, “Trends in incidence of treated end-stage renal disease, overall and by primary renal disease, in persons aged 20–64 years in Europe, Canada and the Asia-Pacific region, 1998–2002,” Nephrology, vol. 12, no. 5, pp. 520–527, 2007.
- R. D. Lindeman, J. Tobin, and N. W. Shock, “Longitudinal studies on the rate of decline in renal function with age,” Journal of the American Geriatrics Society, vol. 33, no. 4, pp. 278–285, 1985.
- X. J. Zhou, D. Rakheja, X. Yu, R. Saxena, N. D. Vaziri, and F. G. Silva, “The aging kidney,” Kidney International, vol. 74, no. 6, pp. 710–720, 2008.
- M. K. Kuhlmann, M. Yoshino, and N. W. Levin, “Differences in cardiovascular mortality rates among hemodialysis patients in the United States and Japan: the importance of background cardiovascular mortality,” Hemodialysis International, vol. 8, no. 4, pp. 394–399, 2004.
- D. A. Goodkin, J. L. Bragg-Gresham, K. G. Koenig 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),” Journal of the American Society of Nephrology, vol. 14, no. 12, pp. 3270–3277, 2003.
- S. L. White, S. J. Chadban, S. Jan, J. R. Chapman, and A. Cass, “How can we achieve global equity in provision of renal replacement therapy?” Bulletin of the World Health Organization, vol. 86, no. 3, pp. 229–237, 2008.
- J.-P. Lafrance, H. Cardinal, M. Leblanc et al., “Effect of cinacalcet availability and formulary listing on parathyroidectomy rate trends,” BMC Nephrology, vol. 14, no. 1, article 100, 2013.
- W. G. Goodman, H. Jüppner, I. B. Salusky, and D. J. Sherrard, “Parathyroid hormone (PTH), PTH-derived peptides, and new PTH assays in renal osteodystrophy,” Kidney International, vol. 63, no. 1, pp. 1–11, 2003.
- W. M. Michels, D. C. Grootendorst, M. Verduijn, E. G. Elliott, F. W. Dekker, and R. T. Krediet, “Performance of the Cockcroft-Gault, MDRD, and new CKD-EPI formulas in relation to GFR, age, and body size,” Clinical Journal of the American Society of Nephrology, vol. 5, no. 6, pp. 1003–1009, 2010.
- J. A. Rivera, S. Barquera, F. Campirano, I. Campos, M. Safdie, and V. Tovar, “Epidemiological and nutritional transition in Mexico: rapid increase of non-communicable chronic diseases and obesity,” Public Health Nutrition, vol. 5, no. 1, pp. 113–122, 2002.
- United States Centers for Disease Control and Prevention, National Health and Nutrition Examination Survey (NHANES), 2013, http://www.cdc.gov/nchs/nhanes.htm.
- Korean National Health and Nutrition Examination Survey, 2013, https://knhanes.cdc.go.kr/.
- M. S. Tremblay and S. C. Gorber, “Canadian health measures survey: brief overview,” Canadian Journal of Public Health, vol. 98, no. 6, pp. 453–456, 2007.
- P. E. Stevens, D. J. O'Donoghue, S. De Lusignan et al., “Chronic kidney disease management in the United Kingdom: NEOERICA project results,” Kidney International, vol. 72, no. 1, pp. 92–99, 2007.
- E. Imai, M. Horio, T. Watanabe et al., “Prevalence of chronic kidney disease in the Japanese general population,” Clinical & Experimental Nephrology, vol. 13, no. 6, pp. 621–630, 2009.
- V. Bongard, J. Dallongeville, D. Arveiler et al., “Assessment and characteristics of chronic kidney disease in France,” Annales de Cardiologie et d'Angeiologie, vol. 61, no. 4, pp. 239–244, 2012.
- J. Vinhas, L. Gardete-Correia, J. M. Boavida et al., “Prevalence of chronic kidney disease and associated risk factors, and risk of end-stage renal disease: data from the PREVADIAB study,” Nephron—Clinical Practice, vol. 119, no. 1, pp. c35–c40, 2011.
- A. O. González, A. de Francisco, P. Gayoso, and F. García, “Prevalence of chronic renal disease in Spain: results of the EPIRCE study,” Nefrologia, vol. 30, no. 1, pp. 78–86, 2010.
- L. Zhang, F. Wang, L. Wang et al., “Prevalence of chronic kidney disease in China: a cross-sectional survey,” The Lancet, vol. 379, no. 9818, pp. 815–822, 2012.
- H.-T. Kang, J. Lee, J. A. Linton, B.-J. Park, and Y.-J. Lee, “Trends in the prevalence of chronic kidney disease in Korean adults:The Korean National Health and Nutrition Examination Survey from 1998 to 2009,” Nephrology Dialysis Transplantation, vol. 28, no. 4, pp. 927–936, 2013.
- G. Süleymanlar, C. Uta, T. Arinsoy et al., “A population-based survey of chronic REnal disease in Turkey-the CREDIT study,” Nephrology Dialysis Transplantation, vol. 26, no. 6, pp. 1862–1871, 2011.
- Australian Institute of Health and Welfare, An Overview of Chronic Kidney Disease in Australia, 2009, Australian Institute of Health and Welfare, 2009, http://www.aihw.gov.au/.
- Dansk Nefrologisk Selskabs Landsregister (DNSL), Årsrapport 2012 [Danish Nephrology Registry (DNR) Annual Report 2012], 2013, http://www.nephrology.dk/%C3%85rsrapporter.htm.
- R. B. D. Oliveira, E. N. D. Silva, D. M. F. Charpinel et al., “Secondary hyperparathyroidism status in Brazil: Brazilian census of parathyroidectomy,” Jornal Brasileiro de Nefrologia, vol. 33, no. 4, pp. 457–462, 2011.
Copyright © 2015 Elizabeth Hedgeman et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.