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Not Too fast, Not Too Slow: Striking the Optimal Balance in Hemodialysis Fluid Management Jennifer E. Flythe, MD, MPH Assistant Professor of Medicine University of North Carolina Kidney Center ANNA/ IPRO Spring Symposium May 24, 2018

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Page 1: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Not Too fast, Not Too Slow:

Striking the Optimal Balance in

Hemodialysis Fluid Management

Jennifer E. Flythe, MD, MPH

Assistant Professor of Medicine

University of North Carolina Kidney Center

ANNA/ IPRO Spring Symposium

May 24, 2018

Page 2: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Disclosures

• Funding: NIH/ NIDDK, PCORI, Robert Wood Johnson

Foundation, and Renal Research Institute (a subsidiary of

Fresenius Medical Care)

• Speaking Honorarium: Dialysis Clinic, Inc., Fresenius

Medical Care, Renal Ventures, American Renal Associates,

American Society of Nephrology, Baxter, multiple universities

Page 3: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

• Fluid management: the conundrum

• Ultrafiltration rate and outcomes

• Extracellular volume overload and outcomes

• Clinical cases and management strategies

Outline

Page 4: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Fluid management: the conundrum

Page 5: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Call for “Volume First” Approach

“Good fluid management” identified as “one of

the most essential unmet needs of the

contemporary dialysis population.”

Weiner. Am J Kid Dis, 2014.

Page 6: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Extracellular volume Interdialytic

weight gain Fluid removal rate

Page 7: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

• Hemodynamic instability

• End-organ ischemia

• Patient discomfort

• Hypertension

• Ventricular hypertrophy

• Heart failure, arrhythmia

• Patient discomfort

Hypovolemia Hypervolemia

Overly rapid ultrafiltration rate Overly slow ultrafiltration rate

Page 8: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Hypovolemia Hypervolemia

Overly rapid ultrafiltration rate Overly slow ultrafiltration rate

Page 9: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

They said [cramps] are close to

what a man feels like having a

baby. If that’s the way it is, boy,

I wouldn’t want to have one.

[60y M]

As soon as the cramps start, I’m

yelling’. You never die, but it’s so

painful that you think that you do.

[55y F]

It feels terrible because sometimes

I'll be gasping for breath. I start

crying because I can't breathe. It's

like my own lungs is shutting down

and I just can't get the breath that I

need. [49y F]

I just kind of panic when I can’t

get a deep breath. It’s like I

feel like I’m going to smother.

[76y F]

Flythe. Neph Dialysis Trans, 2018.

Page 10: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Ultrafiltration rate and outcomes

Page 11: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Ultrafiltration rate

UF rate (mL/h/kg) = TT (h)

IDWG (mL)

Post-weight (kg)

UF = ultrafiltration

IDWG = interdialytic weight gain

TT= treatment time (dialysis session length)

Page 12: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

lkjlk

11

.21

.41

.61

.82

Adju

ste

d h

azard

ratio

5 10 15 20UFR (ml/hr/kg)

CV mortality

All-cause mortality

Associations between UFR and CV and all-cause mortality

Flythe. Kid Int, 2011.

UF rate 13 mL/h/kg

Higher UF rate death

Page 13: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Higher UF rate death

• U.S. cohort (N=118,394)

Assimon/ Flythe. Am J Kid Dis, 2016.

UF rate

(mL/h/kg)

All-cause mortality

Adjusted HR (95% CI)

>10 (vs. ≤10) 1.22 (1.20-1.24)

>13 (vs. ≤13) 1.31 (1.28-1.34)

• Consistent across sex, race, ethnicity, vintage, and treatment time

• Consistent when considered relative to weight (kg), BMI (kg/m2), and

BSA (m2)

Page 14: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Higher UF rate death

• U.S. cohort (N=118,394)

UF rate

(mL/h/kg)

All-cause mortality

Adjusted HR (95% CI)

<6 1.00 (reference)

6-8 1.03 (1.00-1.07)

8-10 1.09 (1.06-1.12)

10-12 1.15 (1.12-1.19)

12-14 1.22 (1.18-1.27)

>14 1.43 (1.39-1.48)

Assimon/ Flythe. Am J Kid Dis, 2016.

Page 15: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

• U.S. cohort (N=2,689)

Hussein. Am J Neph, 2017.

Higher UF rate longer recovery time

Page 16: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

UF rate > plasma refill rate hypotension

Vascular

space

Ultrafiltration Plasma

refill

Interstitial

space

Vascular

space

Page 17: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

• N=39,497 incident HD patients (U.S.)

(+) IDH in >10% tmts

Adjusted HR (95% CI)

All-cause mortality 1.19 (1.06 – 1.34)

Cardiovascular (CV) mortality 1.22 (1.02 – 1.48)

Fluid overload hospitalization 1.22 (1.11 – 1.34)

Major CV event 1.29 (1.19 – 1.40)

Stefansson. Clin J Am Soc Neph, 2014.

Intradialytic hypotension (IDH) death

Page 18: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

• IDH: Nadir systolic BP <90 mmHg in >30% of treatments

• Prevalent HD patients

IDH (vs. no IDH)

Adjusted OR (95% CI)

Dialysis Org. Cohort (N=10,392) 1.30 (1.07 – 1.57)

HEMO Study cohort (N=1,753) 1.38 (1.11 – 1.71)

Flythe. J Am Soc Neph, 2014.

Intradialytic hypotension (IDH) death

Page 19: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Hypotension

Hypervolemia

Cardiac Structural Change

Myocardial Stunning

↑ Ultrafiltration Rate

↑ Morbidity and Mortality

Procedural

modifications

↑ Weight

Gain ↓ Treatment

Time

Hypo-perfusion of

other vascular beds

Assimon/ Flythe. Curr Opin Neph HTN, 2015.

Page 20: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

↑ UF rate IDH ↔ cardiac stunning death

McIntyre. Clin J Am Soc Neph, 2008 and Burton. Clin J Am Soc Neph, 2009.

Page 21: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Higher UF rate other organ stunning death

Brain

Eldehni. Clin J Am Soc Neph, 2015, McIntyre. Clin J Am Soc Neph, 2011 and McIntyre. ASN abstracts, 2016.

Kidney Liver Gut

Page 22: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

UF Rate Measure

% of patients in the facility with average

UF rate ≥13 mL/h/kg 2020 ESRD QIP

Reporting Measure

2018 Core Survey

Data Worksheet

Clinical Quality Indicator

Average UF rate >13 mL/h/kg

U.S. threshold: 10.1%

Page 23: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

UF rate mitigation

UF rate (mL/h/kg) = TT (h)

IDWG (mL)

Post-weight (kg)

Extend dialysis time

↓ Weight gain

↓ UF volume

UF = ultrafiltration

IDWG = interdialytic weight gain

TT= treatment time

Page 24: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Treatment time: patient preferences

12.2%

9.7%

21.3%

44.6%

4th treatment

45m TT extension

30m TT extension

15m TT extension

Flythe. Clin J Am Soc Neph, 2016.

Page 25: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

0

20

40

60

80

100

<=25 26-50 51-100 >100

Mean a

dditio

nal T

T (

h/w

eek)

Treatment time: clinic operational burden

Flythe. Clin J Am Soc Neph, 2016.

12

26

53

98

Facility size (patients)

Page 26: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

IDWG reduction via fluid restriction

• Fluid restrictions: poor adherence:

– Surveyed 437 patients with fluid restrictions

– >40% adhered to prescribed fluid restriction <1 day/ week

• Virtually impossible (and inhumane) in over-salted individuals

Flythe. Clin J Am Soc Neph, 2014.

Page 27: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Extracellular volume overload and outcomes

Page 28: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Goal = extracellular euvolemia

Incorrect target weight (i.e. wrong “dry” weight)

Failure to achieve

target weight

Page 29: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Target weight estimation in practice

Tools

Blood volume monitor

Bioimpedance

Biomarkers

Page 30: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Agarwal. Hypertension, 2010. Adapted from R. Agarwal with permission.

• U.S. cohort (N=308)

Extracellular volume overload (BVM) death

Page 31: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Extracellular volume overload death

• 26 country cohort

• Volume status by multi-frequency bioimpedance

Baseline fluid overload

N=39,566

1-year cumulative fluid overload

N=22,845

Zoccali. J Am Soc Neph, 2017.

Page 32: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Post-dialysis weight > target weight death

Movilli. Am J Neph, 2013.

• Italian cohort (N=182)

Page 33: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

< 5 % 5 - 2 9 % 3 0 - 4 9 % 5 0 %

- 0 . 1 %

0 . 0 %

0 . 1 %

0 . 2 %

0 . 3 %

0 . 4 %

0 . 5 %

% o f e x p o s u r e p e r i o d t r e a t m e n t s w i t h

p o s t - d i a l y s i s w e i g h t > 1 . 0 k g a b o v e t a r g e t w e i g h t

Ad

ju

st

ed

R

D

(9

5%

CI)

0 . 0 0 %

( r e f . )

0 . 1 1 %

( 0 . 0 6 % , 0 . 1 6 % )

0 . 1 8 %

( 0 . 1 1 % , 0 . 2 5 % )

0 . 3 5 %

( 0 . 2 9 % , 0 . 4 1 % )

Assimon and Flythe. J Am Soc Nephrol, 2018.

• U.S. cohort (N=113,561)

Post-dialysis weight > target weight 30-day death

Page 34: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Extracellular volume overload fatigue

• 110 hemodialysis patients with multi-frequency biompendance

Tangvoraphonkchai. Ther Apher Dial, 2018.

Multivariable linear

regression model

(adjusted R2= 0.41)

Multi-dimensional fatigue

inventory score

β (p-value)

Beck Depression Inventory 20.8 (<0.001)

Recovery time >8h 11.4 (0.001)

Post-HD %ECW/TBW 2.9 (0.002)

Muscle wasting -5.7 (0.05)

Page 35: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

UF rate minimization

without volume expansion

Page 36: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Fluid management cases

Page 37: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Clinical Case 1

• 55y man • Diabetes, heart failure (EF 45%, history of hospitalizations)

• Myasthenia gravis on bimonthly plasmapheresis

• Hemodialysis • IDWG = 3 - 4.5 kg

• TT = 3.5 hours T-R-Sat

• Target weight = 73 kg

• Post-weights = ~73 kg

• Anuric

• Mean pre-HD systolic BP 110s

• eKt/V = 1.6

Weekly mean

UF rate = 14.6 mL/h/kg

Asymptomatic hypotension

UF rate = 11.7 – 17.6 mL/h/kg

Page 38: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

13 (mL/h/kg) =

TT (h)

IDWG (kg)

73 (kg)

Post-weight UF rate

Page 39: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Tuesday

4 h treatment

weekend IDWG goal = <3.8 kg

1.3 L/day w 72 h break

~13 mL/h/kg

Thursday and Saturday

3.25 h treatment

IDWG goal = <3 kg

1.5 L/day w 48 h break

~12.6 mL/h/kg

10.5 h/week treatment

Actual mean UF rate = 12 mL/h/kg

Page 40: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Strategies

• Case 1: Longer treatments after the long interdialytic break

Page 41: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

• 49y man with hypertension

• Hemodialysis • Typical IDWG = 1 – 2 kg

• TT = 3h M-W-F

• Target weight = 51.5 kg

• But… one Monday, IDWG: 4 kg

UF rate = 6.5 - 12.9 mL/h/kg

UF rate = 25.9 mL/h/kg

Clinical Case 2

Page 42: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Take the long view

Goal: target weight achievement by the end of the week

Sun Mon Tues Wed Thurs Fri Sat

Page 43: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Monday Wednesday Friday

TT

Target wt

IDWG

Pre-wt

UF volume

UF rate

Post-wt

3 h

51.5 kg

4 kg

55.5

2.5 L

16.2 mL/h/kg

53 kg

3 h

51.5 kg

1 kg

54 kg

2 L

12.9 mL/h/kg

52 kg

3 h

51.5 kg

1 kg

53 kg

1.5 L

9.7 mL/h/kg

51.5 kg

Success contingent on controlled IDWG for remainder of week

Case: Finding the balance

Page 44: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Strategies

• Case 1: Longer treatments after the long interdialytic break

• Case 2: Balance UF rate and fluid overload-related harms

Page 45: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

• 48y woman with vascular disease s/p L BKA, heart failure (EF 40%)

• Hemodialysis • Typical IDWG = 2.5 – 3 kg

• TT = 3.5h T-R-Sat

• Target weight = 82.0 kg

• Pre-HD SBP: 90s (nadir ~80 mmHg)

• Leg cramping ¾ way through treatment

UF rate = 8.7 - 10.4 mL/h/kg

Clinical Case 3

Cramping

Hypotension

Page 46: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Identify and align goals

Medical Goals • Minimize cardiovascular risk

• Avoid hypotension

• Prevent cramping

Goal-directed Dialysis • ↑ TT to 4 hours for 4 weeks

• Follow symptoms weekly (cramping, recovery time)

• (+) Patient-perceived improvement: maintain TT ↑

• (-) Patient-perceived improvement: return to prior TT

Patient Goals • Spend time with family

• Pain-free dialysis

Cramping

Post-dialysis fatigue

Page 47: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Strategies

• Case 1: Longer treatments after the long interdialytic break

• Case 2: Balance UF rate and fluid overload-related harms

• Case 3: Time-limited, symptom-guided trials (connect to patient goals)

Page 48: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

• 66y man with heart failure (EF 25%) with frequent hospitalizations

• Hemodialysis

– Typical IDWG = 3 – 3.5 kg

– TT = 4h M-W-F

– Target weight = 70 kg

– Post-HD weights (last 4 treatments)

• Mon: 73 kg

• Wed: 72 kg

• Fri: 71.5 kg

• Mon: 72 kg

UF rate = 10.7 - 12.5 mL/h/kg

Clinical Case 4

Failure to achieve target wt

Page 49: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Target weight prescription and readmissions

• N= 44,460 patients with hospitalizations

• Exposure: target weight adjustment (vs. not) within 7 days of hospital discharge

# needed to treat

114 ED visit*

61 Readmission*

49 Composite outcome*

Assimon and Flythe. J Am Soc Nephrol, 2018.

* 30-day outcomes

Page 50: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

• Identify target weight achievement problem • Assess reasons (hemodynamics, symptoms, other)

• Target weight adjustment? (exam, history, treatment tolerance and history)

• Additional treatment?

• Treatment time adjustment?

• Other

• Take action • Root cause: single episode of large IDWG 10 days ago

• Solution: add single extra treatment (2h) to return to target weight

Target weight achievement vigilance

Page 51: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Strategies

• Case 1: Longer treatments after the long interdialytic break

• Case 2: Balance UF rate and fluid overload-related harms

• Case 3: Time-limited, symptom guided trials

• Case 4: Target weight achievement vigilance and extra treatment

Page 52: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Clinical practice suggestions

• Case 1: Longer treatments after the long interdialytic break

• Case 2: Balance UF rate and fluid overload-related harms

• Case 3: Time-limited, symptom guided trials

• Case 4: Target weight achievement vigilance and extra treatment

• Lower interdialytic weight gain through a focus on sodium

• In-center nocturnal hemodialysis

• Send patients home

• Ultrafiltration profiling?

Strategy must be individualized and take into account patient preferences and treatment goals

Page 53: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Summary

• Higher UF rates are associated with adverse outcomes.

• Extracellular volume expansion is associated with adverse outcomes.

• Euvolemia achievement and UF rate minimization are both important.

Their relative importance is unknown.

• Fluid management plans should be individualized based on patient

risk profiles, preferences and, possibly, symptoms.

Page 54: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Feedback requested: Research Readiness Toolkit

Video

Written Materials

Lunch & Learn

Module

1. WATCH video

2. REVIEW materials

3. TALK discussion questions

4. RECORD research preferences

Discussion Guide

Julia Narendra

UNC Dialysis Research Team

Page 55: Not Too fast, Not Too Slow: Striking the Optimal Balance ... · Clinical practice suggestions •Case 1: Longer treatments after the long interdialytic break •Case 2: Balance UF

Questions?