A predictive model for estimating the number of erythrocytapheresis or phlebotomy treatments for patients with naïve hereditary hemochromatosis. Issue 3 (24th December 2020)
- Record Type:
- Journal Article
- Title:
- A predictive model for estimating the number of erythrocytapheresis or phlebotomy treatments for patients with naïve hereditary hemochromatosis. Issue 3 (24th December 2020)
- Main Title:
- A predictive model for estimating the number of erythrocytapheresis or phlebotomy treatments for patients with naïve hereditary hemochromatosis
- Authors:
- Rombout‐Sestrienkova, Eva
Winkens, Bjorn
van Kraaij, Marian
van Deursen, Cees Th. B. M.
Janssen, Mirian C. H.
Rennings, Alexander M. J.
Evers, Dorothea
Kerkhoffs, Jean‐Louis
Masclee, Ad
Koek, Ger H. - Abstract:
- Abstract: Background and Aims: Standard treatment for naïve hereditary hemochromatosis patients consists of phlebotomy or a personalized erythrocytapheresis. Erythrocytapheresis is more efficient, but infrequently used because of perceived costs and specialized equipment being needed. The main aim of our study was to develop a model that predicts the number of initial treatment procedures for both treatment methods. This information may help the clinician to select the optimal treatment modality for the individual patient. Methods: We analyzed retrospective data of 125 newly diagnosed patients (C282Y homozygous), treated either with phlebotomy (n = 54) or erythrocytapheresis (n = 71) until serum ferritin (SF) reached levels ≤100 μg/L. To estimate the required number of treatment procedures multiple linear regression analysis was used for each treatment method separately. Results: The linear regression model with the best predictive quality ( R 2 = 0.74 and 0.73 for erythrocytapheresis and phlebotomy respectively) included initial SF, initial hemoglobin (Hb) level, age, and BMI, where initial SF was independently related to the total number of treatment procedures for both treatment methods. The prediction error expressed in RMSPE and RMSDR was lower for erythrocytapheresis than for phlebotomy (3.8 and 4.1 vs 7.0 and 8.0 respectively), Conclusions: Although the prediction error of the developed model was relatively large, the model may help the clinician to choose the mostAbstract: Background and Aims: Standard treatment for naïve hereditary hemochromatosis patients consists of phlebotomy or a personalized erythrocytapheresis. Erythrocytapheresis is more efficient, but infrequently used because of perceived costs and specialized equipment being needed. The main aim of our study was to develop a model that predicts the number of initial treatment procedures for both treatment methods. This information may help the clinician to select the optimal treatment modality for the individual patient. Methods: We analyzed retrospective data of 125 newly diagnosed patients (C282Y homozygous), treated either with phlebotomy (n = 54) or erythrocytapheresis (n = 71) until serum ferritin (SF) reached levels ≤100 μg/L. To estimate the required number of treatment procedures multiple linear regression analysis was used for each treatment method separately. Results: The linear regression model with the best predictive quality ( R 2 = 0.74 and 0.73 for erythrocytapheresis and phlebotomy respectively) included initial SF, initial hemoglobin (Hb) level, age, and BMI, where initial SF was independently related to the total number of treatment procedures for both treatment methods. The prediction error expressed in RMSPE and RMSDR was lower for erythrocytapheresis than for phlebotomy (3.8 and 4.1 vs 7.0 and 8.0 respectively), Conclusions: Although the prediction error of the developed model was relatively large, the model may help the clinician to choose the most optimal treatment method for an individual patient. Generally erythrocytapheresis halves the number of treatment procedures for all patients, where the largest reduction (between 55% and 64%) is reached in patients with an initial Hb level ≥ 9 mmol/L (14.5 g/dL). ClinicalTrials.gov number NCT00202436. … (more)
- Is Part Of:
- Journal of clinical apheresis. Volume 36:Issue 3(2021)
- Journal:
- Journal of clinical apheresis
- Issue:
- Volume 36:Issue 3(2021)
- Issue Display:
- Volume 36, Issue 3 (2021)
- Year:
- 2021
- Volume:
- 36
- Issue:
- 3
- Issue Sort Value:
- 2021-0036-0003-0000
- Page Start:
- 340
- Page End:
- 347
- Publication Date:
- 2020-12-24
- Subjects:
- erythrocytapheresis -- hereditary hemochromatosis -- phlebotomy -- prediction rule
Hemapheresis -- Periodicals
Blood -- Transfusion -- Periodicals
Blood -- Transfusion, Autologous -- Periodicals
Cell separation -- Periodicals
Leukapheresis -- Periodicals
Plasmapheresis -- Periodicals
615.39 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1098-1101 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1002/jca.21867 ↗
- Languages:
- English
- ISSNs:
- 0733-2459
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4958.381500
British Library DSC - BLDSS-3PM
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- 18445.xml