36
EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS Anton M. van Loon 1,2 , Colin Steel 2 , Calum Scott 2 and Paul Wallace 2 1 :Department of Virology, UMC Utrecht, The Netherlands 2 :Quality Control for Molecular Diagnostics, Glasgow, Scotland EU-QCCA

EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

Embed Size (px)

Citation preview

Page 1: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS

Anton M. van Loon1,2,Colin Steel2, Calum Scott2 and Paul Wallace2

1 :Department of Virology, UMC Utrecht, The Netherlands2 :Quality Control for Molecular Diagnostics, Glasgow, Scotland

EU-QCCA

Page 2: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

EXTERNAL QUALITY CONTROL ?

• Integral part of a laboratory quality management system

• Detection of weak spots in performance

• Improvement of reliability of results, gives confidence

• Comparison of performance with other laboratories

• Provision of uniform reference level when International Standards are lacking

• Expensive, but saves money

Page 3: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

External Quality Control in Europe : 1998

• No uniform regulatory system for medical laboratories across Europe

• Most countries have QC organisations for external proficiency testing ( NEQAS, INSTAND, EQUALIS, SKMM etc.)

• Differences in approaches, but regular proficiency testing mainly focused on(virus)culture and serology.

• Lack of International Standards or reference reagents for molecular testing

• High rate of false-positives ( > 20 % ); sensitivity often unclear

• European Union Concerted Action for Quality Control (EU-QCCA)of MolecularMethods in Diagnostic Virology : Start in March 1998

• Endorsement by European Society for Clinical Virology and major diagnosticindustries (ILC)

Page 4: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

European Union Concerted Action for Quality Controlof Molecular Diagnosis in Diagnostic Microbiology

(EU-QCCA)

AIM• To establish an external quality control programme for

assessment and evaluation of existing and evolvingnucleic acid amplification procedures in diagnostic virology

STRATEGY• Preparation and distribution of proficiency panels• Organisation of (virtual)post-distribution workshops• Production of reference materials e.g.‘run controls’

Page 5: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

EU-QCCA PROFICIENCY PANELS

• Purpose : to help labs to determine their own performance• Composition determined by QCCA Working Groups• Consist of 8 - 12 samples• Include different sero/genotypes at various concentrations• Preferably inactivated and freeze-dried to improve stability

and facilitate shipment• Reporting time 4 - 6 weeks• Accompanied by questionnaire on technical details• Results of distribution published in detailed reports and

scientific publications

Page 6: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

EU-QCCA Proficiency Panels : Number of Participants

Agent 1998/99 2000 2001

Enteroviruses 63 52 79

HSV 71 75 86

CMV - - 98

HBV 46 62 -

HCV 63 91 -

HIV 58 76 -

Chlamydia trachomatis

-

105 -

TB - - (80)

Page 7: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

Enteroviruses

Viral Diagnosis• most frequent cause of aseptic meningitis• virus culture (CSF) increasingly replaced by NAT’s• NAT’S mostly in-house developed• sensitivity and specificity often unknown

Research• Association reported with chronic conditions as ALS, chronic

fatigue syndrome, post-polio syndrome

Page 8: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

Enterovirus proficiency panels

• Panels consisting of 12 samples • Include various serotypes / genogroups (prototypes/

clinical isolates )• Include dilution series (PBS/ 5% FBS)• Consist of inactivated, freeze-dried culture supernatants• Production at UMC Utrecht; freeze drying at SVM• Predistribution testing at 2 reference laboratories• Shipment at ambient temperature, non-hazardous goods• Each panel accompanied by technical questionnaire

Page 9: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

Distribution characteristics

1998/99 2000 2001

Participating laboratories 63 52 79 Number of countries 17 15 19

Reporting laboratories 59 46 68 Reported datasets 70 50 81 Evaluable datasets 69 47 78

Page 10: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

FIRST EV PANEL: COMPOSITION AND RESULTS

Code Virus Titre

Reference labs

Participants (n=70)

TCID50/ml Geq/ml* 1 2 No positive

A01 EC9 104 107 + + 69

A02 EC9 102 104 + + 60

A03 Neg - - - - 2

A04 EC22 3.2x104 N.D. - - 3

A07 Neg - - - - 3

A08 PV2 1.6x103 104 + + 64

* : Based on experimental QPCR for CB3 (P. Muir)

Page 11: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

FIRST EV PANEL: COMPOSITION AND RESULTS

Code Virus Titre

Reference labs

Participants (n=70)

TCID50/ml Geq/ml 1 2 No positive$

A05 CA9

4x102 107 + + 69

A12 CA9 4x102 107 + + 69

A06 CA9 40 106 + + 63 (62)

A09 CA9 4 105 + + 55 (54)

A10 CA9 4x10-1 104 - + 30 (28)

A11 CA9 4x10-2 103 - - 10 (8)

* : Based on experimental QPCR for CB3 (P. Muir) $ : Between brackets: No of correct dilution series

Page 12: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

EV FIRST PANEL: QUALITATIVE ANALYSIS

Type of sample Code No of correct data sets (n=70)

Strong positive A01, 05, 06, 08, 12 59 (84%)

Positive A02, 09 52 (74%)

Weak-positive* A10, 11 31 (44%)

Negative A03, 07 66 (94%)

Strong positive, positive, negative

see above 46 (66%)

*: one or both samples /

Page 13: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

1st EV PANEL: SCORE VS. TYPE OF ASSAY

99108-98-9Median

101324<7

1033137

3--3-8

2095249

182112310

7141111

TOTAL(n=68)

Roche(n=16)

Nested(n=26)

Semi-nested(n=11)

Single(n=15)

Type of PCRSCORE

Page 14: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

PERFORMANCE SCORES ON QCMD EV-03

9.41--2811Other commercial

7.01--113NASBA

6.83--126Real-Time PCR

8.542171125Nested PCR

7.9312-511Semi-nested PCR

8.552-31020Single PCR

MEAN<778910- 11nASSAY

Page 15: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

SCORE VS EXTRACTION METHOD : EV- A PANEL

Extraction

method N Score (points)

≤ 8 9 ≥ 10 Chaotropic agent 10 ΓΓ Φ Silica extraction 6 ΓΓΦ Γ Proteinase K 2 Γ Γ QIAmp Viral RNA 14 Γ ΓΦΦ ΓΓΦ Trizol reagent 5 ΦΦ TRI reagent 4 ΦΦ RNAzolB 3 Γ Γ High pure isolation 3 Γ Γ : single PCR Φ: semi-nested PCR : nested PCR

Page 16: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

SCORE VS REVERSE TRANSCRIPTASE: EV- A PANEL

RT Enzyme

N Score (points)

≤ 8 9 ≥ 10

AMV 15 ΓΓΓΦΦΦ Φ ΓΦ

MMLV 25 ΓΦΦ ΓΓΓΦ ΓΓΦ

Γ : single PCR Φ: semi-nested PCR : nested PCR

Page 17: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

SCORE VS DETECTION METHOD : EV - A PANEL

Detection Method

N Score (points)

≤ 8 9 ≥10

Gelelectro-phoresis

35 ΓΓΦΦΦΦΦ

ΦΦ ΓΦΦΦ

Hybridisation

16 ΓΓΓΓΓΦ ΓΓΓΓ ΓΓΓ

Γ : single PCR Φ: semi-nested PCR : nested PCR

Page 18: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

QCMD Proficiency Testing : False-Positivity rate

1.0%--9Chlamydia trachomatis

2.4%--72Cytomegalovirus

-0.9%1.2%17 – 24Hepatitis C virus

-1.4%5.3%39 – 44Hepatitis B virus

-1.5%2.4%8 – 11Human immunodeficiency virus

5.8%8.1%4.8%89 – 95Herpes simplex virus

1.2%4.0%3.6%76 – 95Enteroviruses

200120001998/99% In-house assays

Agent

Page 19: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

SCORE VS TYPE OF ASSAY: HIV

Panel 1 Panel 2

Assay No. Score No. Score

Commercial

8 7 ≤6 8 7 ≤6 bDNA 7 4 1 2 8 8 - - NASBA 7 0 4 3 8 1 2 5 RT-PCR 23

19 9

17 11 2

3 -

24 32

9 27

6 3

9 2

Hybrid Capture II - - - - 1 - - 1

In-house Qualitative 5 2 2 1 6 1 2 3 Quantitative 2 - 1 1 - - - -

Page 20: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

Participant Results on First QCCA CytomegalovirusProficiency Panel- Qualitative ( n = 105 )

105

0

102

3

101

4

92

13

57

48

25

80

2

103 104

1

98

7

60

45

19

86

3

102

0

20

40

60

80

100

120

Number of

Data-Sets

80,000 20,000 5,000 1,300 320 80 0 5,000 1,300 320 80 0Viral Load (GEq/ml)

No. Positive No. Negative

Page 21: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

QCMD - CMV01: Scores on Qualitative Results

ASSAY n 12-11 10 9 8 7 <7

Qualitative • in-house • commercial

57 14

9 3

9 1

19 4

12 5

6 1

2 0

Quantitative* • in-house • commercial

17 12

7 1

6 2

1 4

1 3

1 2

1 0

* : Quantitative results were converted to pos/neg results before scoring

Page 22: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

PROBLEMS IN PROFICIENCY TESTING OF MOLECULAR DIAGNOSTIC ASSAYS: EXPERIENCE EU-QCCA

• Lack of international standard preparations

• Logistics : shipment / payments

• Inactivation/freeze drying (f.e. HBV, HCV)

• Panel samples to resemble clinical material (EV, HSV )

• Timely, high quality reporting to participants

• Achieving required level of quality/professionalism/QC system

• Costs

Page 23: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

European Union Concerted Action for Quality Control of Nucleic Acid Amplification in Diagnostic Virology

STATUS (August 2001)

• Third year of program: EU sponsoring would stop bySeptember 2001; at the time, no suitable EU program identified for sponsoring (5th FP: QL, Growth; DG-SANCO)

• Request for continuation (ESCV, ESCMID, Industry)

• Need for further expansion of the program and increase in professionalism

• Business plan prepared, including grants from Industry

• QCMD : Quality Control for Molecular Diagnosis

Page 24: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

QCMD STRATEGY

• Expand distributions : more pathogens and applications i.e. detection, quantitation, genotyping and sequencing, and more countries

• Develop International Standards and Working Reagents, partlyin collaboration with other organisations

• Set up an interactive web-site to present and promote the programme, to collect, publish and discuss results of distributions, and to provide a forum for technical and scientificdiscussions (www.qcmd.org)

• Present the programme and its results at scientific meetings, in scientific journals and to accreditation bodies etc.

Page 25: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

REQUIREMENTS FOR AN EXTERNAL QUALITY ASSESMENTORGANISATION

- Independency : a not-for-profit organisation without commercial, financial or professional conflicting interests

- Transparancy : clear structure of organisation and of responsibilities

- Reliability : confidence in independent judgement

- Respectability : organisation managed by experts in the field

- Confidentiality : establishment of a neutral office

- Quality : quality management system, compliance with international guidelines/directives (ISO, CEN, EU)

Page 26: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

UMCVirology

Board

EXECUTIVE

ILC (Industry LiaisonCommittee)

ESCMID

ESCV

Neutral &Executive Office

Contractors

TYPR.Schuurman

CNSA. Linde

STDJ. Schirm

BBVB. Niesters

RESPG. Ieven

QCMD Organisation Structure

OTHER

(WHO/EU)

Page 27: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

EXECUTIVE : Graham Cleator, Paul Klapper,

Jim Reid, Anton M. van Loon (chair)

OFFICE : Paul Wallace

BOARD : Executive members

Chairs WP’s

Representatives ILC, ESCV, ESCMID,

major collaborating institutions

Quality Control for Molecular DiagnosticsWWW.QCMD.ORG

Page 28: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

QUALITY CONTROL for MOLECULAR DIAGNOSTICS

Annual Program & Participant numbers

0

2

4

6

8

10

12

14

16

1998 1999 2000 2001 2002 2003

QCCA QCCA QCCA QCCA / QCMD QCMD

No.

of P

rogr

amm

es

0

200

400

600

800

1000

1200

1400

1600

No.

of P

artic

ipan

ts

No.programmesNo.participants

Page 29: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

An International QC Programme

• Access to 107 countries worldwide

• 67 countries currently registered (general / interests)

• 45 countries actively participating in proficiency programmes

QUALITY CONTROL for MOLECULAR DIAGNOSTICS

Page 30: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

QUALITY CONTROL for MOLECULAR DIAGNOSTICS

290

349

244

320

1 47

331 325

382

305

1 78

88

0

50

100

150

200

250

300

350

400

EV HSV VSV CMV EBV HIV HBV HCV CT TB NGo

P r ogr a mme I nt e r e st s

Ar ea Inter ests

Page 31: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

QUALITY CONTROL for MOLECULAR DIAGNOSTICS

13 6

8 0

13 6

5 4

104 7

4

13

2 1

0

20

40

60

80

100

120

140

HIV MT TB MT HPV B19 JC SRS HAV Rota Res HHV6

Programme Interests (other)

Area Interests

Page 32: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

Not final numbers *+Programme not startedxProgramme not done

+xxxxxLegionella pneumophila

+xxxxxNeisseria gonorrhoeae

91xxxxxVaricella zoster virus

+75xxxxEpstein Barr virus

+102xxxxHIV resistance genotyping

70*9698xxxCytomegalovirus

+8682xxxMycobacterium tuberculosis

122119x105xxChlamydia trachomatis

60*xxxxxHCV genotype

9283x8859xHepatitis C virus

7973x6145xHepatitis B virus

9069x7754xHuman immunodefiency virus

103102867368xHerpes simplex virus

10110577x5263Enterovirus

200320022001200019991998Programme

QUALITY CONTROL for MOLECULAR DIAGNOSTICS

The number of Participants for each distribution / year:

Page 33: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

65.922.94.12.179.7984827411/05/2002MT

9.214.80.90.987.813081099807/03/2002HSV

90.014.60.00.684.8720906405/20/2002HIV

88.09.20.00.191.89921248005/20/2002HCV

51.511.92.10.189.2776977005/20/2002HBV

7.027.75.51.679.012001009306/10/2002EV

29.919.03.00.080.6603676112/17/2002EBV

87.946.00.60.966.8116011611103/18/2002CT

81.020.32.91.081.612601058911/05/2002CMV

%Commercial

assays

% False -veFrom totalpositiveSamples

% False +veFrom totalNegativeSamples

% equivocal

Totaltest

% correctTotal test

Total Tests

No. dataSets

No.Participants

Distribution Date

Programme Type

Summary of the 2002 Molecular QC programmes for Virology and Microbiology

QUALITY CONTROL for MOLECULAR DIAGNOSTICS

Page 34: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

(University) Hospital

Laboratory61%

Reference Laboratory

6%

Public Health Laboratory

16%

Other2%

Manufacturer of Diagnostics

3%

Commercial / Private

Laboratory11%

STD Clinic Laboratory

1%

Research Laboratory

1%

QUALITY CONTROL for MOLECULAR DIAGNOSTICS

Major Participating Laboratory types:

Page 35: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

Web30%

Fax62%

Letter8%

WebFaxLetter

Changes in Reporting types from 2002 to 2003

Web94%

Letter1%

Fax5%

QUALITY CONTROL for MOLECULAR DIAGNOSTICS

Page 36: EXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC · PDF fileEXTERNAL QUALITY CONTROL OF MOLECULAR DIAGNOSTIC METHODS ... • European Union Concerted Action for Quality Control

Summary and Conclusions

• An external QC organisation was established in 1998 (EU-QCCA) withpartial funding by EU

• Management by experts from the field• Fourteen distributions : 7 agents, 45-105 laboratories/distribution• Large variation in sensitivity, mainly with in-house methods• False-positivity rates between 1 - 8%; need for further improvement• EU-QCCA succeeded by QCMD (Sept. 2001)• Same approach with increase in quality/professionalism and dedicated,

full-time employees; compliance with guidelines (ISO, CEN, EU)• Commitment from ESCV, ESCMID and major diagnostic industry• Expansion of program to include more targets, applications, and also

more laboratories in more countries