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Record W2094956072 · doi:10.1038/ki.2013.73

Interdialytic weight gain, systolic blood pressure, serum albumin, and C-reactive protein levels change in chronic dialysis patients prior to death

2013· article· en· W2094956072 on OpenAlexaff
Len A. Usvyat, Cláudia Barth, Inga Bayh, Michael Etter, Gero D. von Gersdorff, Aileen Grassmann, Adrián Guinsburg, Maggie P. Y. Lam, Daniele Marcelli, Cristina Marelli, Laura Scatizzi, Mathias Schaller, Adam P. Tashman, Ted Toffelmire, Stephan Thijssen, Jeroen P. Kooman, Frank M. van der Sande, Nathan W. Levin, Yuedong Wang, Peter Kotanko

Bibliographic record

VenueKidney International · 2013
Typearticle
Languageen
FieldMedicine
TopicDialysis and Renal Disease Management
Canadian institutionsQueen's University
Fundersnot available
KeywordsMedicineBlood pressureInternal medicineDialysisCardiologyAlbuminWeight gainHemodialysisC-reactive proteinSerum albuminEndocrinologyBody weightInflammation

Abstract

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Reports from a United States cohort of chronic hemodialysis patients suggested that weight loss, a decline in pre-dialysis systolic blood pressure, and decreased serum albumin may precede death. However, no comparative studies have been reported in such patients from other countries. Here we analyzed dynamic changes in these parameters in hemodialysis patients and included 3593 individuals from 5 Asian countries; 35,146 from 18 European countries; 8649 from Argentina; and 4742 from the United States. In surviving prevalent patients, these variables appeared to have notably different dynamics than in patients who died. While in all populations the interdialytic weight gain, systolic blood pressure, and serum albumin levels were stable in surviving patients, these indicators declined starting more than a year ahead in those who died with the dynamics similar irrespective of gender and geographic region. In European patients, C-reactive protein levels were available on a routine basis and indicated that levels of this acute-phase protein were low and stable in surviving patients but rose sharply before death. Thus, relevant fundamental biological processes start many months before death in the majority of chronic hemodialysis patients. Longitudinal monitoring of these dynamics may help to identify patients at risk and aid the development of an alert system to initiate timely interventions to improve outcomes. Reports from a United States cohort of chronic hemodialysis patients suggested that weight loss, a decline in pre-dialysis systolic blood pressure, and decreased serum albumin may precede death. However, no comparative studies have been reported in such patients from other countries. Here we analyzed dynamic changes in these parameters in hemodialysis patients and included 3593 individuals from 5 Asian countries; 35,146 from 18 European countries; 8649 from Argentina; and 4742 from the United States. In surviving prevalent patients, these variables appeared to have notably different dynamics than in patients who died. While in all populations the interdialytic weight gain, systolic blood pressure, and serum albumin levels were stable in surviving patients, these indicators declined starting more than a year ahead in those who died with the dynamics similar irrespective of gender and geographic region. In European patients, C-reactive protein levels were available on a routine basis and indicated that levels of this acute-phase protein were low and stable in surviving patients but rose sharply before death. Thus, relevant fundamental biological processes start many months before death in the majority of chronic hemodialysis patients. Longitudinal monitoring of these dynamics may help to identify patients at risk and aid the development of an alert system to initiate timely interventions to improve outcomes. Clinical experience shows that chronic hemodialysis (HD) patients expected to die within weeks share certain characteristics, such as poor nutrition and weight loss, increased inflammation, and worsening of cardiovascular status. However, more subtle changes in other clinical and laboratory parameters might occur before significant clinical deterioration becomes apparent. Various risk factors have emerged that have significant value in predicting the greatly increased mortality of dialysis patients. However, most of the studies have focused on single point in time measurements, whereas the longitudinal trend of surrogate outcome parameters and the dynamic evolution before death have not been widely studied.1.Himmelfarb J. Kliger A.S. End-stage renal disease measures of quality.Annu Rev Med. 2007; 58: 387-399Crossref PubMed Scopus (12) Google Scholar Insight into temporal trends of surrogate outcome indicators are relevant both from a pathophysiological point of view and for the future development of predictive models, which might aid the clinician in timely identifying patients at risk for adverse outcomes. Recent reports from Renal Research Institute (RRI) suggested that in chronic HD patients from the United States, a decline in systolic blood pressure (SBP),2.Raimann J.G. Usvyat L.A. Thijssen S. et al.Blood pressure stability in hemodialysis patients confers a survival advantage: results from a large retrospective cohort study.Kidney Int. 2011; 81: 548-558Abstract Full Text Full Text PDF Scopus (19) Google Scholar,3.Li Z. Lacson E. Lowrie E.G. et al.The epidemiology of systolic blood pressure and death risk in hemodialysis patients.Am J Kidney Dis. 2006; 48: 606-615Abstract Full Text Full Text PDF PubMed Scopus (160) Google Scholar body weight, and serum albumin levels4.Kotanko P. Thijssen S. Usvyat L. et al.Temporal evolution of clinical parameters before death in dialysis patients: a new concept.Blood Purif. 2009; 27: 38-47Crossref PubMed Scopus (24) Google Scholar were associated with an increased mortality risk. It is noteworthy that these dynamic changes were already apparent months before death and qualitatively independent of age, gender, and race. These observations led to the hypothesis that fundamental biological processes may be operative in the majority of chronic HD patients weeks and even months before death, notwithstanding race and gender. However, the observed patterns of clinical and laboratory parameters before death may be associated with specific dialysis practices or environmental factors. As RRI clinics follow similar dialysis procedures, the relatively homogeneous dialysis practice pattern renders the testing of this hypothesis difficult. Therefore, MONDO (MONitoring Dialysis Outcomes), a multinational consortium of HD databases encompassing patient-level data, was founded to further study this aspect. MONDO allows us to combine HD dialysis databases containing patient-level data from Asia, North and South America, and Europe. Because of its outreach, MONDO encompasses patients of different national, racial, and ethnic backgrounds. Currently, the MONDO database contains longitudinal patient-level measurements of key variables from >145,000 patients in 25 countries over a time period of up to 11 years. The MONDO database allowed us to test the hypothesis that the temporal evolution of certain clinical and laboratory indicators over several months before death is comparable among the majority of chronic HD patients, independent of gender and region of the world. We chose to study the temporal evolution of indicators of the nutritional, cardiovascular, and inflammatory domains, namely interdialytic weight gain (IDWG), SBP, serum albumin, and C-reactive protein (CRP). A total of 145,317 HD patients from 25 countries received at least one in-center HD treatment between January 2000 and December 2010. Of this number, 41,903 patients died (Europe: 30,539 deaths (18 countries); Asia: 1809 deaths (5 countries); South America: 6298 deaths; North America: 3257 deaths). In all, 10,277 incident patients survived ≥4 years on HD (Europe: 4607; Asia: 1784; South America: 2351; North America: 1485). Figure 1 presents the flowchart of the study design. Baseline characteristics of patients who died and incident patients who survived for ≥4 years are presented in Table 1.Table 1Characteristics of the study populationsContinentNumber of patientsAge (years)Male %Diabetic %With CVD (other than hypertension) %With hypertension %With hepatitis %With residual renal function at dialysis initiation %With catheters at dialysis initiation %Postdialysis weight (kg)Equilibrated Kt/VTreatment time (min)Predialysis SBP (mmHg)Interdialytic weight gain (as % of postweight)Albumin (g/dl)Patients who died (N=41,903) North America325769.9 (69.4–70.4)55.656.843.049.02.022.070.069.8 (69.1–70.5)1.34 (1.33–1.36)202 (200–203)134.6 (133.4–135.7)3.35 (3.26–3.44)3.31 (3.29–3.33) South America629868 (67.7–68.3)58.234.3NANANANANA65.9 (65.5–66.4)NANA124.5 (123.9–125)3.16 (3.07–3.24)3.51 (3.5–3.53) Europe30,53972.0 (71.3–72.6)58.834.850.034.05.0NA39.664.2 (62.1–67.0)1.34 (1.32–1.37)223 (209–240)122.1 (121.6–123)2.74 (2.69–2.88)3.50 (3.46–3.56) Asia180967.9 (67.2–68.5)53.447.0NANA5.0NA13.053.4 (52.9–54)1.42 (1.39–1.44)236 (235–237)135.8 (134.2–137.4)4.22 (4.06–4.38)3.44 (3.41–3.47)Incident patients who survived >4 years (N=10,227) North America148556 (55.3–56.8)56.852.948.072.05.034.062.077.9 (76.8–79.1)1.43 (1.42–1.45)208 (206–210)147.6 (146.1–149)3.36 (3.26–3.45)3.9 (3.87–3.92) South America235152 (51.3–52.7)57.431.8NANANANANA69.6 (68.9–70.2)NANA128 (127.2–128.8)3.03 (2.95–3.12)3.92 (3.91–3.94) Europe460761.4 (60.9–61.8)62.148.442.043.06.0NA36.869.5 (67–71)1.46 (1.40–1.52)236 (230–239)133.4 (132.4–134.3)2.71 (2.67–2.87)3.76 (3.70–3.88) Asia178454 (53.3–54.6)52.936.1NANA1.0NA3.057 (56.5–57.5)1.48 (1.47–1.5)242 (241–242)138.4 (137.3–139.5)4.11 (4.01–4.2)3.91 (3.89–3.93)Abbreviations: CVD, cardiovascular disease; NA, not reliably available; SBP, systolic blood pressure.All continuous variables are presented as mean (95% confidence interval (CI)).Countries in the Fresenius Medical Care (FMC) Asia-Pacific region include Taiwan, Hong Kong, South Korea, Singapore, and Australia. Countries in the FMC Europe network include Bosnia, Czech Republic, France, Hungary, Ireland, Italy, Poland, Portugal, Romania, Russia, Sweden, Slovakia, Slovenia, Spain, Serbia, Turkey, and the United Kingdom.Incident and prevalent patients are represented disproportionately in the different databases, owing largely to the way they developed during the period of 2000–2010. This significantly affects the number of patients a database could contribute to the ‘incident survivors’ and ‘patients who died’ cohorts. Therefore, patient counts above cannot be used to calculate mortality rates. Open table in a new tab Abbreviations: CVD, cardiovascular disease; NA, not reliably available; SBP, systolic blood pressure. All continuous variables are presented as mean (95% confidence interval (CI)). Countries in the Fresenius Medical Care (FMC) Asia-Pacific region include Taiwan, Hong Kong, South Korea, Singapore, and Australia. Countries in the FMC Europe network include Bosnia, Czech Republic, France, Hungary, Ireland, Italy, Poland, Portugal, Romania, Russia, Sweden, Slovakia, Slovenia, Spain, Serbia, Turkey, and the United Kingdom. Incident and prevalent patients are represented disproportionately in the different databases, owing largely to the way they developed during the period of 2000–2010. This significantly affects the number of patients a database could contribute to the ‘incident survivors’ and ‘patients who died’ cohorts. Therefore, patient counts above cannot be used to calculate mortality rates. Nearly all patients from Europe and South and North America were prescribed to dialyze thrice weekly. More than 85% of patients were dialyzed three times weekly in Singapore and Taiwan, whereas >70% were dialyzed twice weekly in Hong Kong. Dialyzer reuse is a standard practice in South America, and in most clinics in Singapore and Hong Kong. All other countries use single-use dialyzers on >90% of the treatments. In all regions studied, serum albumin levels dropped between 0.33 (Asia) and 0.52 (North America) g/dl in the 2 years preceding death in female patients (Figure 2a, left). The rate of serum albumin decline accelerated before death and was comparable in Europe and South and North America, and less pronounced in Asia (Figure 2a, right). The results were materially identical in male patients (Figure 2b) and comparable irrespective of diabetes status (data not shown). In Europe and North and South America, IDWG declined significantly before death, whereas the IDWG changes in Asia were either flat or nonsignificant with wide confidence intervals (Figures 3a and b). In female patients from Europe and North and South America, SBP levels dropped between 7.8 (South America) and 12.4 (North America) mmHg in the 2 years preceding death (Figure 4a, left); SBP decline was less pronounced in patients from The rate of SBP decline accelerated before death and was similar in patients from Europe and North and South America, but less pronounced in Asia (Figure 4a, right). The results were materially identical in male patients, the decline in Asian patients was not significant (Figure levels increased in the 2 years before death (Figure left). The rate of accelerated before death and was similar in both (Figure right). of the of deaths and indicated that the majority of patients in region died of cardiovascular with the in North America in Asia the of deaths in region. of the of death, the dynamics of albumin, SBP, and were qualitatively comparable before death to In a of patients who died of death, we an in and a decline in albumin before death in those patients (data not shown). with Because processes before and processes in surviving patients cannot be we to dynamics in and In the we incident patients who not die during the study period and who survived ≥4 years on We albumin, SBP, and in the 2 years on dialysis in those patients to changes in (Figure Figure Figure Figure In the surviving patients, albumin, SBP, and not to in the 2 years on In other than the in albumin, SBP, and IDWG stable the period (Figures left). The of the indicated no (Figures right). In the we patients who survived with patients with the who died. and incident patients who survived the 2 years on dialysis patients who survived the but died between and of 2 years on dialysis Figure in and in the and patients who survived the years on dialysis patients who survived the 2 years on dialysis but died between year 2 and years Figure in both and These results in the patterns in the patients who died during the time with surviving patients no whereas a In patients who the confidence intervals as the number of weeks from start on dialysis patients are as time interdialytic weight gain as of and confidence interdialytic weight gain as of and confidence interval in the weeks from the start of dialysis in female patients who survived >4 years. The of the and the of rate of with confidence IDWG and confidence interval in the weeks from start of dialysis in male patients who survived >4 Figure systolic blood pressure and confidence systolic blood pressure and confidence interval in the weeks from the start of dialysis in female patients who survived >4 years. The of the and the of rate of SBP and confidence interval in the weeks from the start of dialysis in male patients who survived >4 Figure C-reactive protein and confidence interval in the weeks from the start of dialysis in patients who years. The shows of the and the shows of rate of Figure study chronic HD patients from 25 countries and patients who and who survived >4 years of The is of comparable temporal of key clinical and laboratory parameters before death. of SBP, and serum albumin to decline more than a year before death, with the decline in IDWG and SBP less apparent in In the Fresenius Medical Care (FMC) Europe routine measurements were which a before death. the of this is the study the dynamic changes of key clinical and laboratory parameters before death in of chronic HD patients. In a study in HD patients from Renal Research Institute comparable trends for weight and serum albumin were P. Thijssen S. Usvyat L. et al.Temporal evolution of clinical parameters before death in dialysis patients: a new concept.Blood Purif. 2009; 27: 38-47Crossref PubMed Scopus (24) Google Scholar However, the large of mortality and treatment patterns the P. et in dialysis mortality cardiovascular 2006; PubMed Scopus Google from the Dialysis and PubMed Scopus Google et risk in hemodialysis patients and changes in Int. Full Text Full Text PDF PubMed Scopus Google et of and mortality in hemodialysis patients in and the United the Dialysis and PubMed Scopus Google Scholar this study analyzed these trends were apparent from a most parameters to more than 1 year before death. a study indicated that status of HD patients stable 1 before End-stage renal a new of decline in the year of 2011; PubMed Scopus Google Scholar This temporal that subtle changes in and laboratory parameters may clinical deterioration in dialysis patients, at a that is to The decline in serum albumin was apparent at an in this study as with the RRI However, this may be of in between both the study was on models, with a point weeks before death, this study at all observations weeks before death in a continuous of processes with as time PubMed Scopus (19) Google Scholar The stable albumin levels in incident surviving patients observed us be with results from the during the years of mean serum albumin levels declined et al.The of dialysis and on parameters in hemodialysis patients: results of the Int. Full Text Full Text PDF PubMed Scopus Google Scholar However, in to the prevalent patients with a of a with results difficult. The pathophysiological these dynamics cannot be from the The parameters were they may changes in three key domains, namely cardiovascular and inflammation, and most of these indicators are available and are used in clinical The decline in SBP may deterioration in cardiovascular Z. Lacson E. Lowrie E.G. et al.The epidemiology of systolic blood pressure and death risk in hemodialysis patients.Am J Kidney Dis. 2006; 48: 606-615Abstract Full Text Full Text PDF PubMed Scopus (160) Google Scholar such as over The in IDWG may and et weight gain as a of blood pressure, and survival in hemodialysis Full Text Full Text PDF PubMed Scopus Google Scholar In this may be more than weight, which the prescribed body may significantly in the of body weight a decline in body body weight may stable of a in weight is not The decline in IDWG and SBP before death is a of is epidemiology 2007; PubMed Scopus Google Scholar and cannot be used as an the of blood pressure and to and in dialysis patients. several studies have a between IDWG (as as and hypertension and et is associated with cardiovascular mortality in patients 2009; PubMed Scopus Google et mortality in dialysis on J. Full Text Full Text PDF PubMed Scopus Google P. P. et al.The mortality risk of in 2009; PubMed Scopus Google Scholar albumin, a of nutrition and inflammation, and are of et among nutrition and albumin levels in hemodialysis Int. Full Text Full Text PDF PubMed Scopus Google et protein and cardiovascular mortality in hemodialysis patients.Am J Kidney Dis. Full Text Full Text PDF PubMed Scopus Google Lowrie E.G. C-reactive protein as an outcome for hemodialysis Int. Full Text Full Text PDF PubMed Scopus Google Scholar The in and the decline in the other three parameters largely of age, gender, or region of the (data on and race not shown). were the of in SBP in and in IDWG in both male and female Asian patients. The that SBP declined before death in all populations in male HD patients from Asia is and one may that is more prevalent in Asian patients to this cannot be the It to be factors are in this et mortality in dialysis on J. Full Text Full Text PDF PubMed Scopus Google P. et levels and time trends in blood pressure, total body and among and of a cardiovascular risk PubMed Scopus Google et and study of blood pressure to the epidemiology network of PubMed Scopus Google et study that and populations at of cardiovascular PubMed Scopus Google Scholar the relatively number of patients may be a clinical practices to weight and monitoring may among the patients studied, in different blood pressure for patients weight is not timely to body and are a in the FMC Asia-Pacific and on IDWG may be in Asian populations in the United States may The SBP in both surviving and patients with the other regions is and further We that in and and may contribute to this et of blood pressure patterns in incident hemodialysis patients: of dialysis data from countries. Scholar of of all factors before death of death no between patients from cardiovascular or to be associated with the most dynamic trends in the parameters in albumin and in were observed in patients who died of death, with et al.The of death with and other risk Int. Full Text Full Text PDF PubMed Scopus Google Scholar This study may contribute to the of the pathophysiological before death in this of patients. The for the clinical is that the temporal of albumin, SBP, and are as to follow as This as a for dialysis as they may have to in that the to not follow levels of variables but a decline in albumin levels or in a and decline of SBP more than or IDWG may an the of temporal patterns be patient reports that both levels and trends of the results of study for the development of predictive We that might be to SBP, and serum albumin levels that may be more predictive of the death risk than may even subtle such as of SBP over the of months and a decline of serum albumin even within the which are to in a clinical of these changes of key indicators may be as the of Of IDWG may be the outcome of and of and SBP decline may blood pressure However, as data these changes may be and to these a clinical of the or not more timely and interventions and improve clinical to be in future These alert be on and use a to patients at risk of death an However, is that changes preceding death many months is for the development of predictive A of the study is that a majority of the patients are in FMC the other in patients from a different dialysis a large but similar results is the of patients from Europe and South We to this the data from region The is to parameters which cardiovascular, nutritional, and inflammatory studies these to other measures of function and body In the temporal evolution of key clinical and laboratory indicators before death was to be comparable in large of chronic HD patients from with in These the that similar biological processes are operative in the months before death irrespective of gender, and region of the world. These may contribute to of the factors to poor outcome in dialysis patients and aid the development of risk that may timely interventions and improve outcomes. In this retrospective cohort we all chronic HD patients from 25 countries in 5 in clinics of FMC from Europe FMC America FMC Asia-Pacific (South Asia and 5 Renal Research Institute and the between 1 January 2000 and December The data from these databases were into FMC Europe and data are FMC America data are FMC Asia-Pacific data are and data from RRI are represented as with at least one HD in-center treatment during the study period were into incident with treatment within of and We the at incident and prevalent patients who died during the study period and the at incident patients who not die during the study period and survived >4 years on dialysis These were to that the analyzed patient and not Figure 1 presents the flowchart of the study design. results are presented in we the dynamics before death of death and the patients who survived with those who died with the the the with patients were included all include with weeks of available observations with patients in In most databases, clinical data were from the data into a levels of measures were in to data and In most European clinics and all of the RRI laboratory data were from the clinical data were analyzed with this all other data were analyzed at the of and of The were used all and HD body weight was to the IDWG in of body weight was as the between weight and the preceding weight the preceding In the European and North data, SBP and IDWG are available for dialysis in Asia and South America these data were available Of for Asia and South America, this that weight from the was used in of SBP was in all patients in North America, Asia, and Europe. of SBP was the standard in South In all databases, SBP was with patients at in a or In most European clinics and all of the RRI laboratory data were from the clinical The MONDO database on laboratory albumin was in clinics and the in all European clinics for most Asian South America, and the United States. are to the standard The was used in and HD clinics in between the measurements were to a in between and albumin in renal PubMed Scopus Google Scholar albumin levels were at from to was in FMC Europe and of continuous variables and for variables are the of the variables of SBP, and we the processes that start at death and in of processes with as time PubMed Scopus (19) Google Scholar is as the for a patient weeks before death, and as the survival time of this patient from the initiation of We were in the mean for a period of 2 years before on of longitudinal data PubMed Scopus Google Scholar The mean the of the weeks before death on the patient survived than weekly measurements, the period was into the we the measurements among patients who survived than The weekly of were further the trend of the and before death, we the weekly and the of the which the rate of of the The for was used to the the was the confidence intervals were as and and Google Scholar were in the at all incident patients who survived for >4 data for albumin, and SBP were analyzed over a period of 2 years from the start of This cohort was to with the was to in All were with for A and for for Scholar We all the in the different countries to this We and of the FMC Europe for the data from patients in FMC European countries. contains that dynamics of albumin, pre-dialysis systolic blood pressure interdialytic weight gain (IDWG), and C-reactive protein of death to We the dynamics of patients who survived those who died over the to is to the of the at

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How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.214
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.016
GPT teacher head0.267
Teacher spread0.251 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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