CAN EXPANDED HEMODIALYSIS EQUAL THE EFFICACY OF HIGH-VOLUME HEMODIAFILTRATION IN BETA 2 MICROGLOBULIN REMOVAL?

 

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CAN EXPANDED HEMODIALYSIS EQUAL THE EFFICACY OF HIGH-VOLUME HEMODIAFILTRATION IN BETA 2 MICROGLOBULIN REMOVAL?

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Alejandro
Esteban-Prado
Alejandro Esteban-Prado alex.estpra@gmail.com Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán Department of Nephrology and Mineral Metabolism Mexico City. Mexico *
Erick Yasar Zuñiga-Gonzalez yasareyzg@gmail.com Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán Department of Nephrology and Mineral Metabolism Mexico City. Mexico -
Yazmin Alejandra Mercado-Hernandez yazale1992@hotmail.com Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán Department of Nephrology and Mineral Metabolism Mexico City. Mexico -
Alejandro Quiñonez-Flores quinonez.md95@gmail.com Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán Department of Nephrology and Mineral Metabolism Mexico City. Mexico -
Daniela Hernandez-Bravo danyalehb@gmail.com Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán Department of Nephrology and Mineral Metabolism Mexico City. Mexico -
Luisa Ruvalcaba-Cristerna svetlanacri18@gmail.com Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán Department of Nephrology and Mineral Metabolism Mexico City. Mexico -
Noemi Del Toro-Cisneros noemi_3090@hotmail.com Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán Department of Nephrology and Mineral Metabolism Mexico City. Mexico -
Olynka Vega-Vega olynkavega@hotmail.com Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán Department of Nephrology and Mineral Metabolism Mexico City. Mexico -
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Beta 2 microglobulin (β2m) is a representative marker of medium size molecule clearance in hemodialysis. However, there is no standardized metric to assess its removal efficiency across advanced modalities such as high volume hemodiafiltration (hv-HDF) and expanded hemodialysis (HDx).

We conducted an observational, single-center, retrospective study comparing the patients treated at tertiary care hemodialysis unit. Only sessions lasting 240 minutes in patients without residual kidney function were included. A total of 347 sessions were analyzed (234 for hv-HDF and 113 HDx) using linear mixed-effects models with patients as random effects. We calculated β2m reduction ratio (β2mRR), single pool Kt/Vβ2m (spKt/Vβ2m), and equivalent continous dialytic clearance of β2m (eCDCβ2m) to compare removal performance between modalities. Logistic regression analysis was applied to identify factors associated with a β2mRR >80%. The main outcome was spKt/Vβ2m. Determinants of depuration efficiency were further explored using generalized additive models and iso-efficiency surfaces analyses.

Hv-HDF demonstrated superior β2m removal compared with HDx: 21% higher by spKt/Vβ2M, 11% by β2MRR ,and 11.2% by eCDCβ2M. In both therapies, dry weight was inversely associated with spKt/Vβ2M (β = –0.019, p<0.001), while ultrafiltration (β = +0.16, p=0.016) and convective volume in HDF (β = +0.00002, p=0.011) were positively associated (Figure 1A-B). In adjusted models, HDF consistently achieved higher β2m clearance targets than HDx. Iso-efficiency analyses confirmed that HDx reached a plateau of β2m clearance with minimal lsensitivity to increases in blood flow (Qb) rate or dialyzer flow rate, whereas HDF showed proportional gains with increasing substitution volume, particularly at higher Qb (Figure 1C-D).


Figure 1. Technical determinants and comparative efficiency of β2M clearance. (A) SHAP plot for HDx showing the contribution of technical variables to the prediction of spKt/Vβ2M. (B) SHAP plot for HDF highlighting the greater relevance of convective volume and ultrafiltration in clearance efficiency. (C) curves in HDx (Qb × Qd) with a narrow spKt/Vβ2M range (2.0–3.0) and low sensitivity to variations in technical parameters. (D) Isoefficiency curves in HDF (Qb × substitution volume) showing a progressive increase in spKt/Vβ2M up to 3.5–4 when reaching high convective volumes and Qb ≥400 mL/min. Box-and-whisker plots for (E) spKt/Vβ2M, (F) RRβ2M (%), and (G) eCDCβ2M (mL/min) in HDF and HDx.



Table 1: Comparison between  HDF y HDx

 

Total

HDF1

HDx

p value

Sessions (n)

347

234

113

 

Vascular access

Fistula/Catheter

179/168

117/117

62/51

0.395

Minutes of hemodialysis sessions

240

240

240

 NA

Blood flow rate in ml/min

Mean [Q1-Q3]

359

[356-369]

362

[356-378.5]

359

[357-366.75]

0.240

Convective volumen in liters per session

Median [Q1-Q3]

 NA

27

[25-28]

 NA

Ultrafiltrate per session in liters

Mean (SD)

2.06

(0.86)

2.08

(0.80)

2.04

(0.97)

0.388

spKt/V Urea

Median [Q1-Q3]

1.95

[1.65-2.32]

2.02

[1.72-2.39]

1.85

[1.46-2.08]

<0.001

β2M pre-session (mg/L)

Median [Q1-Q3]

 

34.1 [29.23-42.8]

33.9 [28.67-44.5]

34.66 [30.16-40.91]

0.114

β2M post-session (mg/L)

Median [Q1-Q3]

7.52

[5.98-9.71]

6.78

[5.43-7.9]

10.37 [8.27-11.7]

<0.001

eCDCβ2M (ml/min)
Median [Q1-Q3]

11.08 [9.75-13.19]

11.78 [10.15-14.03]

10.59 [9.03-11.72]

<0.001

spKt/Vβ2M

Median [Q1-Q3]

3.04

[2.77-3.43]

3.29

[2.98-3.55]

2.72

[2.40-2.89]

<0.001

RRβ2M (%)

Median [Q1-Q3]

82.75 [78.67-87.45]

86

[81.41-88.79]

77.51 [71.87-80.49]

<0.001

Hv-HDF provides significantly superior β2m clearance compared with HDx, as measured by β2mRR, spKt/Vβ2m, eCDCβ2m. Convective volume emerges as the key determinant of  β2m removal efficiency, while HDx offers stable yet limited clearance capacity.

Kewords