20
Best practices for quality control and inter-laboratory standardization of biomarker results in the clinical chemistry laboratory Radboud van Trigt, PRA Health Sciences 18 September 2019

Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

  • Upload
    others

  • View
    4

  • Download
    1

Embed Size (px)

Citation preview

Page 1: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

B e s t p r a c t i c e s f o r q u a l i t y c o n t r o l a n d i n t e r - l a b o r a t o r y s t a n d a r d i z a t i o n

o f b i o m a r ke r r e s u l t s i n t h e c l i n i c a l c h e m i s t r y l a b o r a t o r y

R a d b o u d v a n T r i g t , P R A H e a l t h S c i e n c e s1 8 S e p t e m b e r 2 0 1 9

Page 2: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

2P R A H E A L T H S C I E N C E S

S i e m e n s C l i n i c a l C h e m i s t r y A n a l y z e r • Urinalysis• Biochemistry• Serology• Hematology• Coagulation• Hormones• Protein analyses• Biomarkers, e.g.

• Aldosterone• Cortisol• Estradiol• PTH• FSH• hCG• NT-proBNP• SHBG• TNF-α• VwF

Page 3: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

3P R A H E A L T H S C I E N C E S

I n t r o d u c t i o n C l i n i c a l C h e m i s t r y H a r m o n i z a t i o n

§ Since early 1970s: Harmonization of results between laboratories, irrespective of ….. § Location§ Technology§ Manufacturer§ Timing

§ Data are used in clinical decision making (accurate and actionable data needed)

§ A systematic approach is needed due to the complexity of harmonization§ Standardize collection procedures§ Organize inter-laboratory comparisons§ Normalize sample outcomes based on this comparison (?) § Determination of reference intervals

§ Traceable common reference system needed: measurement accuracy is important

Page 4: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

4P R A H E A L T H S C I E N C E S

R e f e r e n c e R a n g e

§ What is a healthy normal and what is suspected?§ Described in literature

§ Biological variation§ Age§ Sex§ Race§ Body weight, …….§ Other disease

§ Laboratory dependent§ Target population§ Location

§ At PRA this is a non-typical population. Yearly evaluation for trends to evaluate the need to adjust reference range

Page 5: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

5P R A H E A L T H S C I E N C E S

R e f e r e n c e R a n g e

Page 6: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

6P R A H E A L T H S C I E N C E S

S o d i u m

§ Biochemical analysis, serum

§ Siemens Advia Chemistry XPT

§ 15,000 samples analyzed per year at PRA

§ Method: Ion Selective Electrode, indirect

§ Literature Range: 135 – 145 mmol.L-1

§ Reference Range PRA: 135 – 145 mmol.L-1

§ Calibration of electrode, no calibration curve

§ 3 (multicomponent) QC levels; 3 times a day§ Acceptance: measured value +/- SD§ New QCs are bridged over 1 month (daily)

Page 7: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

7P R A H E A L T H S C I E N C E S

E x t e r n a l Q u a l i t y A s s u r a n c e S e r v i c e s ( E Q A S )

§ Sodium in human serum§ Murex EQAS, Biorad: use of large peer groups§ Monthly, single sample

§ Lyophilized, human serum based

§ Part of large clinical chemistry panel (49 analytes)§ http://www.bio-rad.com/en-nl/product/eqas-clinical-chemistry-monthly-

program?ID=3a1e7177-498f-4e12-a392-2ef6853088dd

Page 8: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

8P R A H E A L T H S C I E N C E S

E Q A S B i o r a d , S o d i u m – S a m p l e 1 1

Page 9: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

9P R A H E A L T H S C I E N C E S

E Q A S B i o r a d , S o d i u m – Z - s c o r e s

Page 10: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

10P R A H E A L T H S C I E N C E S

S K M L

§ Stichting Kwaliteitsbewaking Medische Laboratoriumdiagnostiek§ Dutch system§ Partially overlapping with Biorad Murex

§ https://www.skml.nl/rondzendingen/overzicht/rondzending?id=1

§ Every 2 months, 6 samples per round

§ 29-panel (“Combi Algemene chemie”)

ALAT Albumin Alk. Phosphatase Ammonia AmylaseASAT Bilirubin Bilirubin direct Calcium ChlorideCK Creatinine eGFR (F, 55,

white)Gamma-GT Glucose

Inorg. Phosphate Iron Lactate LD Lipase

Lithium Magnesium Osmolality Potassium Pseudo Cholinesterase

Sodium Total Protein Urate Urea

Page 11: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

11P R A H E A L T H S C I E N C E S

S K M L f o r S o d i u m

§ Sample A and E

Page 12: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

12P R A H E A L T H S C I E N C E S

S K M L f o r s o d i u m

Page 13: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

13P R A H E A L T H S C I E N C E S

H e m o g l o b i n

§ Siemens Advia 2120i Hematology

§ Method:§ Red blood cell lysis, oxidation iron, colorimetric read out

§ 15,000 samples analyzed per year at PRA

§ Literature Range:§ Females: 7.5 – 10.0 mmol.L-1

§ Males: 8.5 – 11.0 mmol.L-1

§ Reference Range PRA:§ Females: 7.2 – 9.6 mmol.L-1

§ Males: 8.3 – 10.8 mmol.L-1

§ Periodic calibration of the instrument

§ SKML: Every 2 months, 8 fresh whole blood samples

Page 14: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

14P R A H E A L T H S C I E N C E S

S K M L f o r H e m o g l o b i n

§ Sample A and E

Page 15: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

15P R A H E A L T H S C I E N C E S

S K M L f o r H e m o g l o b i n

Page 16: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

16P R A H E A L T H S C I E N C E S

R e g u l a t i o n s f o r C l i n i c a l C h e m i s t r y L a b o r a t o r i e s

§ ISO 15189 for laboratory medicine (based on ISO 17025)§ Quality Management System for entire chain (including pre-analysis)§ Not very specific: scientific freedom on execution

§ Clinical Laboratory Improvement Amendments (CLIA) for human diagnostics and prognostics§ US-based system§ Accreditation§ External proficiency testing§ Accuracy, reliability and timeliness of test results§ College of American Pathologists (CAP) accreditation may be added: peer-based review

§ Instruments must be validated (CSV)

§ Guidelines do not guarantee good science

§ Biological variation, reference databases:§ Westgard: https://www.westgard.com/biodatabase1.htm§ CLSI: https://clsi.org/

Page 17: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

17P R A H E A L T H S C I E N C E S

F u l l V a l i d a t i o n i n a C l i n i c a l C h e m i s t r y L a b o r a t o r y S e t t i n g

§ Full validation can be organized using a CCL assay. However, ……..§ What is considered a run?§ Should a calibration curve be spiked?

§ In matrix§ Source of standard material and characterization

§ QCs in every “run” rather than 3 times per day?§ Endogenous or spiked

§ Stability tests need to be added

§ Full validation for a biomarker can be performed, but with adaptations (like for any biomarker assay)

§ Advantages§ Quality consistent over time§ Often tight CVs§ Turnaround time§ Costs

Page 18: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

18P R A H E A L T H S C I E N C E S

B i o a n a l y t i c a l L a b o r a t o r i e s

§ Do we also need harmonization between assays in bioanalysis?§ Is there a need to compare data between studies?§ Do we need to compare data with literature?

§ Which biomarkers should be considered for harmonization?

§ Who should organize this process?

§ We can start by harmonizing within a clinical development program (or pharma company)§ Longitudinal endogenous assay controls§ Share those data across laboratories?§ What to do with that information?§ Who should take the lead?

Page 19: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management

19P R A H E A L T H S C I E N C E S

A c k n o w l e d g e m e n t s

§ Geert Sloots

§ Nico van de Merbel

§ Chad Briscoe

§ Jacomijn Dijksterhuis

§ Martine Broekema

§ And many more PRA staff members

Page 20: Best practices for quality control and inter-laboratory ... · Regulations for Clinical Chemistry Laboratories §ISO 15189 for laboratory medicine (based on ISO 17025) §Quality Management