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Matović V, Jeftić B, Trbojević-Stanković J, Matija L. Predicting anemia using NIR spectrum of spent dialysis fluid in hemodialysis patients. Sci Rep 2021; 11:10549. [PMID: 34006867 PMCID: PMC8131692 DOI: 10.1038/s41598-021-88821-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 04/08/2021] [Indexed: 11/24/2022] Open
Abstract
Anemia is commonly present in hemodialysis (HD) patients and significantly affects their survival and quality of life. NIR spectroscopy and machine learning were used as a method to detect anemia in hemodialysis patients. The aim of this investigation has been to evaluate the near-infrared spectroscopy (NIRS) as a method for non-invasive on-line detection of anemia parameters from HD effluent by assessing the correlation between the spectrum of spent dialysate in the wavelength range of 700–1700 nm and the levels of hemoglobin (Hb), red blood cells (RBC), hematocrit (Hct), iron (Fe), total iron binding capacity (TIBC), ferritin (FER), mean corpuscular volume (MCV) and mean corpuscular hemoglobin concentration (MCHC) in patient blood. The obtained correlation coefficient (R) for RBC was 0.93, for Hb 0.92, for Fe 0.94, for TIBC 0.96, for FER 0.91, for Hct 0.94, for MCV 0.92, for MCHC 0.92 and for MCH 0.93. The observed high correlations between the NIR spectrum of the dialysate fluid and the levels of the studied variables support the use of NIRS as a promising method for on-line monitoring of anemia and iron saturation parameters in HD patients.
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Affiliation(s)
- Valentina Matović
- Faculty of Mechanical Engineering, Belgrade University, Kraljice Marije 16, 11120, Belgrade, Serbia.
| | - Branislava Jeftić
- Faculty of Mechanical Engineering, Belgrade University, Kraljice Marije 16, 11120, Belgrade, Serbia
| | - Jasna Trbojević-Stanković
- Faculty of Medicine, Belgrade University, Dr Subotica 8, 11000, Belgrade, Serbia.,Clinic of Urology, University Hospital Center "Dr Dragiša Mišović-Dedinje", Heroja Milana Tepića 1, 11000, Belgrade, Serbia
| | - Lidija Matija
- Faculty of Mechanical Engineering, Belgrade University, Kraljice Marije 16, 11120, Belgrade, Serbia
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Kaupke C, Vaziri N, Sampson J, Atkins K. Effect of Erythropoietin Therapy on Diet and Dialysis Clearances in Hemodialysis Patients. Int J Artif Organs 2018. [DOI: 10.1177/039139889001300405] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Treatment of renal anemia with recombinant human erythropoietin in chronic hemodialysis patients has been reported to lead to increased appetite, and in several studies, to an increase in predialysis serum urea, potassium and creatinine values. We recorded dietary intake, and dialysis clearances for creatinine, urea and uric acid in a group of 12 anemic hemodialysis patients treated with recombinant erythropoietin (epoetin beta). A gradual increase was noted in dietary intake of calories, carbohydrate and sodium during the study period, attaining statistical significance after 10–12 months of therapy. A trend toward increased dietary intake of protein, lipid and potassium was observed, but the differences did not achieve statistical significance. Although a trend toward decreased dialysis clearance at higher hematocrits was found for creatinine clearances did not change significantly for any of the solutes examined, and linear regression analysis did not demonstrate a strong relationship between dialyzer clearance and hematocrit values within the range observed in this study.
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Affiliation(s)
- C.J. Kaupke
- Division of Nephrology, Department of Medicine, University of California, Irvine, California - U.S.A
| | - N.D. Vaziri
- Division of Nephrology, Department of Medicine, University of California, Irvine, California - U.S.A
| | - J.R. Sampson
- Division of Nephrology, Department of Medicine, University of California, Irvine, California - U.S.A
| | - K. Atkins
- Division of Nephrology, Department of Medicine, University of California, Irvine, California - U.S.A
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Hosokawa S, Yoshida O. Effect of recombinant human erythropoietin (rHuEPO) on protein, zinc (Zn), nickel (Ni) and manganese (Mn) in patients undergoing chronic haemodialysis. Int Urol Nephrol 1995; 27:207-14. [PMID: 7591581 DOI: 10.1007/bf02551322] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Serum protein, albumin, Zn, Ni and Mn concentrations were examined in thirty patients undergoing chronic haemodialysis and whose haematocrit levels had been maintained at 30% for two years with rHuEPO. Serum total protein, albumin, Zn, Ni and Mn concentrations significantly increased with time for two years with rHuEPO therapy. All patients showed improvement of appetite and a normal protein balance. Serum Zn, Ni and Mn levels increased with serum total protein. In conclusion, rHuEPO therapy is very effective for the increase of serum protein, albumin, Zn, Ni and Mn levels in patients undergoing chronic haemodialysis.
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Affiliation(s)
- S Hosokawa
- Utano National Hospital, Kyoto City, Japan
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4
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Veys N, Vanholder R, De Cuyper K, Ringoir S. Influence of erythropoietin on dialyzer reuse, heparin need, and urea kinetics in maintenance hemodialysis patients. Am J Kidney Dis 1994; 23:52-9. [PMID: 8285198 DOI: 10.1016/s0272-6386(12)80812-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
The administration of erythropoietin (EPO) in maintenance hemodialysis may affect urea kinetic parameters by altering dialyzer function during first use and reuse, and dietary protein intake as a consequence of increased appetite. In the present study, the effect of EPO treatment on urea kinetic parameters in case of reuse (n = 14) and first use (n = 10) of dialyzers was assessed in 24 clinically stable hemodialysis patients who were evaluated before and during EPO treatment. In addition, the heparin need and the number of uses before discarding the dialyzer were registered. No significant differences between urea kinetic parameters before compared with during EPO treatment were noted in the overall population or in the subgroups treated with reused or first-use dialyzers. However, in 13 patients with a low baseline protein catabolic rate (pcr(wt)) (pcr(wt) < 1.0 g/kg/24 hr before EPO treatment), pcr(wt) increased from 0.81 +/- 0.04 to 0.93 +/- 0.06 (+ 15%, P < 0.01). The heparin dosage increased from 6,693 +/- 419 IU/session to 7,659 +/- 566 IU/session and from 5,538 +/- 594 IU/session to 6,918 +/- 649 IU/session (P < 0.05) in the subgroups treated with reused or first-use dialyzers, respectively. Nevertheless, when dialyzer reprocessing was performed, the number of achieved uses before discarding the dialyzers was reduced after the introduction of EPO (5.4 +/- 0.4 v 3.4 +/- 0.4, P < 0.01). In conclusion, during EPO treatment urea kinetic parameters were not affected in case of dialyzer first use or in case of reuse. In patients with low pretreatment values, pcr(wt) increased, possibly indicating improved protein intake in malnourished patients.(ABSTRACT TRUNCATED AT 250 WORDS)
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Affiliation(s)
- N Veys
- Department of Nephrology, University Hospital, Ghent, Belgium
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Abraham PA, Opsahl JA, Keshaviah PR, Collins AJ, Whalen JJ, Asinger RW, McLain LA, Hanson G, Davis MG, Halstenson CE. Body fluid spaces and blood pressure in hemodialysis patients during amelioration of anemia with erythropoietin. Am J Kidney Dis 1990; 16:438-46. [PMID: 2239934 DOI: 10.1016/s0272-6386(12)80056-4] [Citation(s) in RCA: 28] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Blood pressure (BP) may increase in hemodialysis patients during treatment of anemia with recombinant human erythropoietin (r-HuEPO). Since fluid volume is a determinant of BP in dialysis patients, changes in body fluid spaces during r-HuEPO therapy could affect BP. Thus, 51Cr-labeled red blood cell (RBC) volume, inulin extracellular fluid (ECF) volume, and urea total body water (TBW), as well as cardiac output, plasma renin activity (PRA), and plasma aldosterone concentration were determined postdialysis before and after r-HuEPO therapy in patients in whom changes in BP could be managed by ultrafiltration alone. Eleven patients entered the study: one had a renal transplant and two required addition of antihypertensive drug therapy and were excluded; eight, of whom two required antihypertensive drug therapy following the study, were included in the analyses. Results revealed an increase in predialysis hemoglobin from 67 to 113 g/L (6.7 to 11.3 g/dL) (P = 0.001) during 18 +/- 6 weeks of therapy. Predialysis diastolic BP increased from 80 to 85 mm Hg (P = 0.07), while postdialysis diastolic BP was unchanged at 73 mm Hg. 51Cr-RBC volume increased, from 0.7 to 1.3 L (P = 0.004). ECF tended to decrease, from 13.7 to 10.8 L (P = 0.064), while TBW decreased to a similar extent, but not significantly, 34.3 to 31.2 L (P = 0.16). Postdialysis ECF volume was positively correlated with mean arterial BP at baseline (r = 0.89, P = 0.007) and after therapy (r = 0.74, P = 0.035). However, the regression lines for this relationship were different (P = 0.022) before and after therapy.(ABSTRACT TRUNCATED AT 250 WORDS)
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Affiliation(s)
- P A Abraham
- Department of Medicine, Hennepin County Medical Center, Minneapolis, MN 55415
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Grimm G, Stockenhuber F, Schneeweiss B, Madl C, Zeitlhofer J, Schneider B. Improvement of brain function in hemodialysis patients treated with erythropoietin. Kidney Int 1990; 38:480-6. [PMID: 2232491 DOI: 10.1038/ki.1990.229] [Citation(s) in RCA: 94] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
To evaluate the effects of recombinant human erythropoietin (rHuEPO) on brain function, 15 chronic hemodialysis patients were studied by event-related P300, stimulus-related evoked potentials, and trailmaking before (hematocrit 22.7%) and after rHuEPO (hematocrit 30.6%). P300 peak latency elicited by a tone discrimination paradigm improved (391 before vs. 366 ms after; Cz = vertex; P less than 0.01) confirming beneficial effects on cerebral cognitive processing. P300 amplitude (13.6 vs. 15.8 microV; P = 0.06) and trailmaking tended to improve (55 vs. 43 s). P300 measures were influenced by low hemoglobin levels before rHuEPO (P less than 0.01), suggesting that severe anemia may contribute to uremic brain dysfunction. Furthermore, decrease of stimulus-related auditory brainstem I-V interpeak latency (4.28 before vs. 4.17 ms after; P less than 0.05) and increase of somatosensory N20/P25 amplitude (4.8 vs. 7.0 microV; P less than 0.05) pointed to improvement of sensory pathways by mechanisms unrelated to cognition. Brain dysfunction in chronic hemodialysis patients may, beside other factors, in part be caused by severe anemia and can be improved by rHuEPO treatment.
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Affiliation(s)
- G Grimm
- 1st Department of Medicine, University of Vienna, Austria
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Allman MA. Factors affecting the nutritional status of patients with chronic renal failure undergoing haemodialysis. J Hum Nutr Diet 1990. [DOI: 10.1111/j.1365-277x.1990.tb00062.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Canaud B, Polito-Bouloux C, Garred LJ, Rivory JP, Donnadieu P, Taib J, Florence P, Mion C. Recombinant human erythropoietin: 18 months' experience in hemodialysis patients. Am J Kidney Dis 1990; 15:169-75. [PMID: 2301388 DOI: 10.1016/s0272-6386(12)80515-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
It has been shown that the regular administration of erythropoietin (EPO) permits the correction of anemia in end-stage renal failure patients. We analyzed the effect of chronic administration of EPO in 13 stable, regularly dialyzed end-stage renal failure patients over an 18-month period. The effects of EPO were evaluated according to standard criteria including clinical status, blood pressure control, hematology and biochemistry data, protein nutritional status, and dialysis efficiency. Following a 2-week control period, EPO was administered intravenously (IV) after the dialysis session according to a two-phase protocol. The first period (correction phase) consisted of a stepwise EPO dose increment, starting at 3 x 24 IU/kg/wk and doubling the dose every 14 days according to hemoglobin response in order to achieve a target hemoglobin level of approximately 11.0 g/dL (110 g/L). In the second period (maintenance phase) EPO dose was optimized to maintain the hemoglobin level between 100 and 110 g/L (10.0 and 11.0 g/dL), by adjusting either the unit dose or the frequency of injection. Anemia was corrected in all patients within 11 weeks, with EPO dose increasing from 72 to 360 IU/kg/wk. The stabilization of hemoglobin was achieved with an average EPO dose of 275 IU/kg/wk (50 to 476 IU/kg/wk). Concomitantly, a subjective and clinical improvement was noted in all patients. The dialysis efficacy remained in an acceptable range throughout the study, falling significantly (approximately 10%) through the first 3 months of treatment to stabilize at an effective urea clearance of approximately 120 L/wk. The dietary protein intake calculated from urea kinetic modeling ranged between 1.1 and 1.2 g/kg/d.(ABSTRACT TRUNCATED AT 250 WORDS)
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Affiliation(s)
- B Canaud
- Nephrology Service, Lapeyronie Hospital, Montpellier, France
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Rosenlöf K, Grönhagen-Riska C, Sovijärvi A, Honkanen E, Tikkanen I, Ekstrand A, Piirilä P, Fyhrquist F. Beneficial effects of erythropoietin on haematological parameters, aerobic capacity, and body fluid composition in patients on haemodialysis. J Intern Med 1989; 226:311-7. [PMID: 2809506 DOI: 10.1111/j.1365-2796.1989.tb01401.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Eleven patients on haemodialysis were treated with erythropoietin (EPO), 50-200 U kg-1 once to three times a week, for up to 1 year. After outset of EPO all patients became transfusion-independent. Four patients did not reach the target haemoglobin (Hb) level 100 g l-1 in 5 months. These patients had higher serum concentrations of aluminium (225 +/- 87 micrograms l-1, mean +/- SD) than the responding patients (55 +/- 56 micrograms l-1). Addition of desferrioxamine to treatment with EPO resulted in a rapid rise in Hb values in these patients. Thus, aluminium may inhibit EPO responsiveness. All patients were iron overloaded. Serum ferritin levels declined in all but one patient with secondary haemochromatosis. In exercise tests the aerobic capacity and oxygen uptake increased during EPO therapy. Peak oxygen consumption (Vo2 peak), oxygen pulse, oxygen uptake at anaerobic threshold (AT) and total work output (W max) increased 19%, 36%, 26% and 24%, respectively. Lean body mass (LBM) increased by 8%. Taken together, all clinical EPO effects measured appeared clinically favourable.
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Affiliation(s)
- K Rosenlöf
- Department of Internal Medicine, Helsinki University Central Hospital, Finland
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