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YOU ARE ALL INVITED TO ATTEND THE
ISPD ANNUAL MEETING!!!
Francesca Romana GRATI, Ph.D., ErCLG
R&D Director
TOMA Advanced Biomedical Assays, S.p.A.
fgrati@tomalab.com
Panorama delle diverse tecnologie: cosa è
successo dal 2011 a oggi nell’ambito del cfDNA
test per le aneuploidie fetali
OUTLINE
General principle of cfDNA tests
Description of genome-wide and targeted technologies
Analysis depth and breadth of chromosome targets
Fetal fraction measurement
level of validation, reliability, accuracy and consistency
Pros and cons of genome-wide and targeted technologies
CfDNA testing spreading process
Overview of different cfDNA tests: CE-IVD, home-brew, home-made, RUO, CLIA,
CAP, targeted, genome-wide
OUTLINE
General principle of cfDNA tests
Description of genome-wide and targeted technologies
Analysis depth and breadth of chromosome targets
Fetal fraction measurement
level of validation, reliability, accuracy and consistency
Pros and cons of genome-wide and targeted technologies
CfDNA testing spreading process
Overview of different cfDNA tests: CE-IVD, home-brew, home-made, RUO, CLIA,
CAP, targeted, genome-wide
How do different cfDNA technologies work?
Fetal trisomy
risk score
DANSR
SNP-based
Targeted NGS
MPSS-1
MPSS-2
MPSS-3
Clinicians are asked to chose a technology and NOT anymore a test!
General principle
TOTAL CELL
FREE DNA
CIRCULATING
IN THE
MATERNAL
PLASMA
General principle
TOTAL CELL
FREE DNA
CIRCULATING
IN THE
MATERNAL
PLASMA
10% fetal fraction
In average at 10 sdg*
90% maternal fraction
*Ashoor et al, Ultrasound Obstet Gynecol 2013;41:26–32.
Assessment of fetal aneuploidy with cell-free DNA
Reference euploid
conceptus/counts
*Ashoor et al, Ultrasound Obstet Gynecol 2013;41:26–32.
Test pregnancy
without T21
Chr21 Disomy: expected ratio 1:1 (r=1)fetal fraction
maternal fraction
Assessment of fetal aneuploidy with cell-free DNA
fetal fraction
maternal fraction
*Ashoor et al, Ultrasound Obstet Gynecol 2013;41:26–32.
Trisomy 21
10% fetal fraction Counts ratio increases from r=1 to r=1.05
5% increment of the FF
Reference euploid
conceptus/counts
Test pregnancy
WITH T21
The higher the fetal fraction, the higher is the count ratio value and the more reliable
is the aneuploidy detection
FF increment
+ 10% at
20%FF
+ 20% at
40%FF
Reference
euploid counts
R=1.20
R= ≈1
R=1.10
+ 5% at
10%FF
R=1.05
R=1.02
+ 2% at
4%FF
<2% at
<4%FF
Pregnancies with Trisomy 21
Importance of Fetal Fraction measurement
To reliably distinguish affected from unaffected
pregnancies, cfDNA tests require a minimum amount of
fetal DNA in the maternal circulation – typically ~4%
OUTLINE
General principle of cfDNA tests
Description of genome-wide and targeted technologies
Analysis depth and breadth of chromosome targets
Fetal fraction measurement
level of validation, reliability, accuracy and consistency
Pros and cons of genome-wide and targeted technologies
CfDNA testing spreading process
Overview of different cfDNA tests: CE-IVD, home-brew, home-made, RUO, CLIA,
CAP, targeted, genome-wide
SEVERAL cfDNA TESTS HAVE BEEN DEVELOPED
3 different testing strategies:
NGS-based counting technologies:
Massively parallel shotgun sequencing (MPSS) - majority of assays
Targeted sequencing
Digital analysis of selected regions (DANSR)
Targeted SNP-counting
TARGETED
GENOMEWIDE
OR WHOLE
GENOME
Chr 21, 18, 13, X & Y cfDNA
Other Chr cfDNA
Unmapped cfDNA
Origin of cfDNA in maternal bloodstream
Genome-wide Technology: sequencing by NGS of maternal and fetal cfDNA fragments belonging
from all chromosomes – up to ~25 Million of cfDNA fragments
MPSS
Sehnert et al. Clin Chem. 2011 Jul;57(7):1042-9; Jensen et al. PLoS One. 2013;8(3):e57381;
Lau TK et al. Ultrasound Obstet Gynecol. 2014;43(3):254-264.
SEQUENCING OF cfDNA FRAGMENTS
Sequencing of the first nucleotides of each circulating fragment (usually from 25 to 36 base pairs, bp)
Variable # depending on the type of test
Chiu et al, PNAS, 2008, 105, 20458–20463; Fan et al, 16266–16271, PNAS, 2008, 105
Sequencing
Sequencing
ALLIGNMENT OF THE SEQUENCE OF cfDNA FRAGMENTS
Chiu et al, PNAS, 2008, 105, 20458–20463; Fan et al, 16266–16271, PNAS, 2008, 105
Human Reference Genome
Determination of the chromosome origin of each individual sequenced fragment by mapping it against a
Human Reference Genome using an algorithm (approx. 50-60% remains unmapped)
COUNTING OF ALLIGNED SEQUENCES WITH MPSS
Chiu et al, PNAS, 2008, 105, 20458–20463; Fan et al, 16266–16271, PNAS, 2008, 105
COUNTS
Z-score analyis  fetal trisomy risk score
DATA ANALYSIS IN MPSS: Z-SCORE
Palomaki et al, Genet Med 2011; 13: 913–920; Canick, et al. Prenat Diagn 2013, 33, 1–8
cfDNA results by MPSS are expressed in ‘z-score’ values
Distribution of Z-scores:
euploid fetuses: distribution is Gaussian, with a mean of 0 and a SD of 1
trisomic fetuses: the mean of the Z-score > 0 and increases with increasing fetal fraction
DATA GENERATION WITH MPSS
Counting data are generated for ALL CHROMOSOMES (122+X/Y)
Dosage results for chromosomes 13,18,21 (X/Y) are provided by applying a bioinformatic filter
hiding the ‘off-target’ chromosomes
Dosage results for ‘off-target’ chromosomes can be provided unlocking the bioinformatic filter
BIOINFORMATIC FILTER
MPSS ANALYSIS SETTING - MULTIPLEXING
Analysis in multiplexing: several samples can be sequenced in parallel in one reaction
All ‘barcoded’ samples mixed in a unique sequencing ‘tube’
Given a total fixed amount of sequences available in one reaction, the # of cfDNA fragments that can
be sequenced for each sample depends on the number of sample input
Analytical conditions of the samples may change depending on the number of sample input
The higher the sample input the lower the analysis depth
Patient 1
Patient 2
Patient 3
Patient 4
Patient 5
Patient 1
Patient 2
Patient 3
Patient 4
Patient 5
Patient 6
Patient 7
Patient 8
Patient 9
Patient 10
NGS Cartridge
NGS Cartridge
Chiu et al, BMJ 2011;342:c7401, doi:10.1136/bmj.c7401
FACTORS INFLUENCING ANALYSIS DEPTH WITH MPSS
TECHNICAL FACTORS #reads/sample
Size of NGS reagent cartridge
MPSS Labs do not have the same settings
# sample input
May vary from lab to lab (24-48-96)
Concentration of the samples analysed in parallel
With multiplexing samples compete for a fixed amount of NGS reagents
Samples with higher concentration may deprive reagents to others reducing
reads available for the remaining samples
Process of concentration normalization is crucial
FACTORS INFLUENCING ANALYSIS DEPTH WITH MPSS
BIOLOGICAL FACTORS #reads/chromosome
Fetal fraction level
The higher the FF, the higher the number of fragments deriving from each
fetal chromosome and the higher the accuracy of fetal aneuploidy detection
Size of the analysed chromosome/region
Smaller chromosomes/regions (chr21, 22q11.2, …) need a higher
#reads/sample to improve clinical performances
TARGETED cfDNA TESTING TECHNOLOGIES
Targeted Sequencing
Targeted SNP-counting
Digital analysis of selected regions (DANSR)
DATA GENERATION WITH TARGETED cfDNA TESTS
Data are generated for chromosomes of interest only (13,18,21 ± X/Y ±
subset of microdels)
Dosage results for ‘off-target’ chromosomes cannot be obtained unless
specific assays analyzing fragments belonging from other chromosomes are
added
Chr 21, 18, 13, X & Y cfDNA
Other Chr cfDNA
Unmapped cfDNA
Origin of cfDNA in maternal bloodstream
Koumbaris et al, Clin Chem 62:6, 848-855, 2016, Sparks AB et al., Am J Obstet Gynecol. 2012 Apr;206(4):319.e1-9; Sparks
AB et al., Prenat Diagn. 2012 Jan;32(1):3-9; Zimmermann et al, Prenat Diagn. 2012 Dec;32(13):1233-41.
GENERAL PRINCIPLE OF TARGETED METHODS
Analysis focused on chromosomes of clinical interest  Analysis of 1 million of cfDNA fragments
Targeted capture/analysis with specific molecular probes of cfDNA fragments belonging from
chromosomes of clinical interest and reference chromosomes
ANALYSIS SETTINGS OF TARGETED METHODS – PROBE CAPTURE&AMPLIFICATION
Total CfDNA
Chr21
Chr18
Chr13
Chr1
Chr2
Chr3
Chr4
Chr5
Chr6
Chr7
Chr8
Chr9 Chr10
Chr11
Chr12
Chr14
Chr15
Chr16
Chr17
Chr19
Chr20
Chr22
ChrX
ChrY
Capture of the specific
cfDNA fragments
(chr 13,18,21)
Probe sequence complementary
to the cfDNA fragment of interest
Chr21
complementary
probe
Chr18
complementary
probe
Chr13
complementary
probe
Amplification
Many probes are used in parallel to analyse
multiple loci for each chromosome
ANALYSIS OF SELECTED FRAGMENTS WITH
TARGETED cfDNA TESTING TECHNOLOGIES
Targeted Sequencing
Targeted SNP-counting
Digital analysis of selected regions (DANSR) MICROARRAY
NGS
Analysis of selected fragments performed by NGS in MULTIPLEXING setting
Different from MPSS: available reagents are utilized to analyse a narrowed subset of
chromosomes/sample
A high analysis depth is generally achieved
Patient 1 - chr13,18,21
Patient 2 - chr13,18,21
Patient 3 - chr13,18,21
Patient 4 - chr13,18,21
Patient 5 - chr13,18,21
Patient 6 - chr13,18,21
Patient 7 - chr13,18,21
Patient 8 - chr13,18,21
Patient 9 - chr13,18,21
Patient 10 - chr13,18,21
NGS Cartridge
TARGETED ANALYSIS BY NGS
Koumbaris et al, Clin Chem 62:6, 848-855, 2016; Zimmermann et al, Prenat Diagn. 2012
Dec;32(13):1233-41.
COUNTS
Z-score/NATUS  fetal trisomy risk score
Juneau et al., Fetal Diagn Ther. 2014;36(4):282-6; Stokowski et al, Prenatal Diagnosis 2015;
Chiu et al, BMJ 2011;342:c7401, doi:10.1136/bmj.c7401
Patient 1
Patient 2
Patient 3
Patient 4
Patient 5
Patient 96
Analysis support is microarray
SINGLEPLEX: no multiplexing - each sample is analyzed individually in each sub-array
Analytical conditions (depth and performances):
Independent on the # of sample input
Independent on reagent supply
Standardized in each experiment and any DANSR labs
TARGETED ANALYSIS BY MICROARRAY
Chromosome Counts
Fetal
Fraction
Maternal Age
Gestational
Age
Fetal trisomy
probability
score
FORTE Algorithm -
Fetal Fraction Optimized Risk of Trisomy Evaluation
FORTE™ incorporates different risk factors with the
outcome of cfDNA testing (counts) )()|(
)()|(
DPDxP
TPTxP
j
j
Ashoor G et al., Am J Obstet Gynecol. 2012 Apr;206(4):322.e1-5.
Bayesian analysis by odds ratio
comparing a model assuming a
disomic fetal chromosome and
a model assuming a trisomic
fetal chromosome.
FORTE Algorithm -
Fetal Fraction Optimized Risk of Trisomy Evaluation
Ashoor G et al., Am J Obstet Gynecol. 2012 Apr;206(4):322.e1-5.
FORTE trisomy risk score is independent on FF%
FORTE
OUTLINE
General principle of cfDNA tests
Description of genome-wide and targeted technologies
Analysis depth and breadth of chromosome targets
Fetal fraction measurement
level of validation, reliability, accuracy and consistency
Pros and cons of genome-wide and targeted technologies
CfDNA testing spreading process
Overview of different cfDNA tests: CE-IVD, home-brew, home-made, RUO, CLIA,
CAP, targeted, genome-wide
Chr 21, 18, 13, X & Y cfDNA
Other Chr cfDNA
Unmapped cfDNA
Origin of cfDNA in maternal bloodstream SNPs
If captured/analysed cfDNA fragments map SNPs variants  determination of the
FF% by SNP genotyping by quantification of the SNP variants differing from those of
the mother
C
G
T
A
FETAL FRACTION MESUREMENT WITH TARGETED METHODS
Koumbaris et al, Clin Chem 62:6, 848-855, 2016, Sparks AB et al., Am J Obstet Gynecol. 2012 Apr;206(4):319.e1-9;
Sparks AB et al., Prenat Diagn. 2012 Jan;32(1):3-9; Zimmermann et al, Prenat Diagn. 2012 Dec;32(13):1233-41.
FETAL FRACTION MEASUREMENT WITH MPSS
Decreased sequencing depth of only few bp of each circulating fragment, limits the
possibility to measure the FF% by SNP genotyping
Alternative methods:
Sex chromosome ratio - only in male pregnancies
Differences between maternal and fetal cfDNA characteristics (all prenatal samples regardless
fetal sex)
Methylation
Distribution of maternal and placental cfDNA fragment size
Indirect sequencing variables
DNA digestion of fetal and maternal cfDNA related to different nucleosome positioning
Preferred ending sites for maternal and fetal cfDNA
Fan et al, Proc Natl Acad Sci U S A. 2008 Oct 21;105(42):16266-71; Fan and Quake, PLoS One. 2010;5(5):e10439; Rava et al, Clin
Chem. 2014;60(1):243-50; Nygren et al, Clin Chem. 2010;56(10):1627-35; Yu et al, Proc Natl Acad Sci U S A. 2014;111(23):8583-8;
Kim et al Prenat Diagn 2015; 35: 810–815; Straver et al, Prenat Diagn 2016;36: 614-621; Chan et al, Proc Natl Acad Sci U S A
2016; 113: E8159–E8168
FETAL FRACTION MEASUREMENT
Yu et al. Proc Natl Acad Sci U S A. 2014 Jun 10;111(23):8583-8;
DNA fragment size distributions6
Fetal main peak at 146bp; Maternal main peak at 166bp
Likely to be a rough estimation of FF% due to a substantial overlap of maternal and placental
distributions
LEVEL OF VALIDATION OF FF MEASUREMENTS METHODS
Low level of validation for the most of the methods
Reliability?
Unknown reproducibility
Unknown consistency between methods
Direct comparison of 6 methods in a series of 375
pregnancies with a male fetus
methods based on binned autosomal read counts and nucleosome
positioning did not perform reliably when compared to Y-based methods
van Beek et al, Prenat Diagn. 2017 May 31. doi: 10.1002/pd.5079; Kim et al, Prenat Diagn 2015; 35: 810–815;
Straver et al, Prenat Diagn 2016;36: 614-621
VALIDATION OF FF MEASUREMENT METHOD WITH SNPs IN DANSR
Direct comparison of SNP-genotyping with 576 SNPs across chr112 and Y-chr based FF
quantification with DANSR
Schmid et al, Ultrasound Obstet Gynecol. 2018 Feb 26. doi: 10.1002/uog.19036
RELIABILITY&CONSISTENCY
REPRODUCIBILITY
INFORMATIVITY IN DIFFERENT RATIAL POPULATIONS
VALIDATION OF FF MEASUREMENT METHOD WITH DANSR
Schmid et al, Ultrasound Obstet Gynecol. 2018 Feb 26. doi: 10.1002/uog.19036
OUTLINE
General principle of cfDNA tests
Description of genome-wide and targeted technologies
Analysis depth and breadth of chromosome targets
Fetal fraction measurement
level of validation, reliability, accuracy and consistency
Pros and cons of genome-wide and targeted technologies
CfDNA testing spreading process
Overview of different cfDNA tests: CE-IVD, home-brew, home-made, RUO,
CLIA, CAP, targeted, genome-wide
WHAT HAPPENDED FROM 2011 TO TODAY?
Jani et al, UOG 2015
RESULTS OF THE SPREADING
WHAT TYPES OF TESTS?
Home-brew/home-made/RUO/LTD/CLIA/CAP CE-IVD (software&reagents)
Locally
China/US
/Cyprus
MPSS/Genome-wide or
common aneuploidies
MPSS/common
aneuploidies onlyTargeted Targeted
Trident Study national
screening test
Based on VeriSeq
technology (Illumina)
Coming soon
IS AN INTERNALLY VALIDATED HOME-BREW/RUO cfDNA
TEST EQUIVALENT TO A CE-IVD TEST?
- YES, IF THE TEST IS A NEW INVENTION
- NO, IF THE TEST IS PERFORMED WITH RUO KIT
QUESTION
http://www.salute.gov.it/portale/temi/p2_6.jsp?id=10&area=dispositivi-
medici&menu=conformita
CE-IVD
CE-IVD
• ‘Il presente decreto non si applica ai dispositivi fabbricati ed utilizzati
unicamente nell'ambito della stessa struttura sanitaria e nel luogo di
fabbricazione o utilizzati in locali contigui, senza essere oggetto di
trasferimento ad altro soggetto.’
• Non fa distinzione tra enti pubblici ed enti privati ma usa genericamente il
termine di ‘operatori sanitari’
CELL - FREE DNA TEST: ASPETTI EMERGENTI NELLA PRATICA QUOTIDIANA

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CELL - FREE DNA TEST: ASPETTI EMERGENTI NELLA PRATICA QUOTIDIANA

  • 1.
  • 2. YOU ARE ALL INVITED TO ATTEND THE ISPD ANNUAL MEETING!!!
  • 3. Francesca Romana GRATI, Ph.D., ErCLG R&D Director TOMA Advanced Biomedical Assays, S.p.A. fgrati@tomalab.com Panorama delle diverse tecnologie: cosa è successo dal 2011 a oggi nell’ambito del cfDNA test per le aneuploidie fetali
  • 4. OUTLINE General principle of cfDNA tests Description of genome-wide and targeted technologies Analysis depth and breadth of chromosome targets Fetal fraction measurement level of validation, reliability, accuracy and consistency Pros and cons of genome-wide and targeted technologies CfDNA testing spreading process Overview of different cfDNA tests: CE-IVD, home-brew, home-made, RUO, CLIA, CAP, targeted, genome-wide
  • 5. OUTLINE General principle of cfDNA tests Description of genome-wide and targeted technologies Analysis depth and breadth of chromosome targets Fetal fraction measurement level of validation, reliability, accuracy and consistency Pros and cons of genome-wide and targeted technologies CfDNA testing spreading process Overview of different cfDNA tests: CE-IVD, home-brew, home-made, RUO, CLIA, CAP, targeted, genome-wide
  • 6. How do different cfDNA technologies work? Fetal trisomy risk score DANSR SNP-based Targeted NGS MPSS-1 MPSS-2 MPSS-3 Clinicians are asked to chose a technology and NOT anymore a test!
  • 7. General principle TOTAL CELL FREE DNA CIRCULATING IN THE MATERNAL PLASMA
  • 8. General principle TOTAL CELL FREE DNA CIRCULATING IN THE MATERNAL PLASMA 10% fetal fraction In average at 10 sdg* 90% maternal fraction *Ashoor et al, Ultrasound Obstet Gynecol 2013;41:26–32.
  • 9. Assessment of fetal aneuploidy with cell-free DNA Reference euploid conceptus/counts *Ashoor et al, Ultrasound Obstet Gynecol 2013;41:26–32. Test pregnancy without T21 Chr21 Disomy: expected ratio 1:1 (r=1)fetal fraction maternal fraction
  • 10. Assessment of fetal aneuploidy with cell-free DNA fetal fraction maternal fraction *Ashoor et al, Ultrasound Obstet Gynecol 2013;41:26–32. Trisomy 21 10% fetal fraction Counts ratio increases from r=1 to r=1.05 5% increment of the FF Reference euploid conceptus/counts Test pregnancy WITH T21
  • 11. The higher the fetal fraction, the higher is the count ratio value and the more reliable is the aneuploidy detection FF increment + 10% at 20%FF + 20% at 40%FF Reference euploid counts R=1.20 R= ≈1 R=1.10 + 5% at 10%FF R=1.05 R=1.02 + 2% at 4%FF <2% at <4%FF Pregnancies with Trisomy 21
  • 12. Importance of Fetal Fraction measurement To reliably distinguish affected from unaffected pregnancies, cfDNA tests require a minimum amount of fetal DNA in the maternal circulation – typically ~4%
  • 13. OUTLINE General principle of cfDNA tests Description of genome-wide and targeted technologies Analysis depth and breadth of chromosome targets Fetal fraction measurement level of validation, reliability, accuracy and consistency Pros and cons of genome-wide and targeted technologies CfDNA testing spreading process Overview of different cfDNA tests: CE-IVD, home-brew, home-made, RUO, CLIA, CAP, targeted, genome-wide
  • 14. SEVERAL cfDNA TESTS HAVE BEEN DEVELOPED 3 different testing strategies: NGS-based counting technologies: Massively parallel shotgun sequencing (MPSS) - majority of assays Targeted sequencing Digital analysis of selected regions (DANSR) Targeted SNP-counting TARGETED GENOMEWIDE OR WHOLE GENOME
  • 15. Chr 21, 18, 13, X & Y cfDNA Other Chr cfDNA Unmapped cfDNA Origin of cfDNA in maternal bloodstream Genome-wide Technology: sequencing by NGS of maternal and fetal cfDNA fragments belonging from all chromosomes – up to ~25 Million of cfDNA fragments MPSS Sehnert et al. Clin Chem. 2011 Jul;57(7):1042-9; Jensen et al. PLoS One. 2013;8(3):e57381; Lau TK et al. Ultrasound Obstet Gynecol. 2014;43(3):254-264.
  • 16. SEQUENCING OF cfDNA FRAGMENTS Sequencing of the first nucleotides of each circulating fragment (usually from 25 to 36 base pairs, bp) Variable # depending on the type of test Chiu et al, PNAS, 2008, 105, 20458–20463; Fan et al, 16266–16271, PNAS, 2008, 105 Sequencing Sequencing
  • 17. ALLIGNMENT OF THE SEQUENCE OF cfDNA FRAGMENTS Chiu et al, PNAS, 2008, 105, 20458–20463; Fan et al, 16266–16271, PNAS, 2008, 105 Human Reference Genome Determination of the chromosome origin of each individual sequenced fragment by mapping it against a Human Reference Genome using an algorithm (approx. 50-60% remains unmapped)
  • 18. COUNTING OF ALLIGNED SEQUENCES WITH MPSS Chiu et al, PNAS, 2008, 105, 20458–20463; Fan et al, 16266–16271, PNAS, 2008, 105 COUNTS Z-score analyis  fetal trisomy risk score
  • 19. DATA ANALYSIS IN MPSS: Z-SCORE Palomaki et al, Genet Med 2011; 13: 913–920; Canick, et al. Prenat Diagn 2013, 33, 1–8 cfDNA results by MPSS are expressed in ‘z-score’ values Distribution of Z-scores: euploid fetuses: distribution is Gaussian, with a mean of 0 and a SD of 1 trisomic fetuses: the mean of the Z-score > 0 and increases with increasing fetal fraction
  • 20. DATA GENERATION WITH MPSS Counting data are generated for ALL CHROMOSOMES (122+X/Y) Dosage results for chromosomes 13,18,21 (X/Y) are provided by applying a bioinformatic filter hiding the ‘off-target’ chromosomes Dosage results for ‘off-target’ chromosomes can be provided unlocking the bioinformatic filter BIOINFORMATIC FILTER
  • 21. MPSS ANALYSIS SETTING - MULTIPLEXING Analysis in multiplexing: several samples can be sequenced in parallel in one reaction All ‘barcoded’ samples mixed in a unique sequencing ‘tube’ Given a total fixed amount of sequences available in one reaction, the # of cfDNA fragments that can be sequenced for each sample depends on the number of sample input Analytical conditions of the samples may change depending on the number of sample input The higher the sample input the lower the analysis depth Patient 1 Patient 2 Patient 3 Patient 4 Patient 5 Patient 1 Patient 2 Patient 3 Patient 4 Patient 5 Patient 6 Patient 7 Patient 8 Patient 9 Patient 10 NGS Cartridge NGS Cartridge Chiu et al, BMJ 2011;342:c7401, doi:10.1136/bmj.c7401
  • 22. FACTORS INFLUENCING ANALYSIS DEPTH WITH MPSS TECHNICAL FACTORS #reads/sample Size of NGS reagent cartridge MPSS Labs do not have the same settings # sample input May vary from lab to lab (24-48-96) Concentration of the samples analysed in parallel With multiplexing samples compete for a fixed amount of NGS reagents Samples with higher concentration may deprive reagents to others reducing reads available for the remaining samples Process of concentration normalization is crucial
  • 23. FACTORS INFLUENCING ANALYSIS DEPTH WITH MPSS BIOLOGICAL FACTORS #reads/chromosome Fetal fraction level The higher the FF, the higher the number of fragments deriving from each fetal chromosome and the higher the accuracy of fetal aneuploidy detection Size of the analysed chromosome/region Smaller chromosomes/regions (chr21, 22q11.2, …) need a higher #reads/sample to improve clinical performances
  • 24. TARGETED cfDNA TESTING TECHNOLOGIES Targeted Sequencing Targeted SNP-counting Digital analysis of selected regions (DANSR)
  • 25. DATA GENERATION WITH TARGETED cfDNA TESTS Data are generated for chromosomes of interest only (13,18,21 ± X/Y ± subset of microdels) Dosage results for ‘off-target’ chromosomes cannot be obtained unless specific assays analyzing fragments belonging from other chromosomes are added
  • 26. Chr 21, 18, 13, X & Y cfDNA Other Chr cfDNA Unmapped cfDNA Origin of cfDNA in maternal bloodstream Koumbaris et al, Clin Chem 62:6, 848-855, 2016, Sparks AB et al., Am J Obstet Gynecol. 2012 Apr;206(4):319.e1-9; Sparks AB et al., Prenat Diagn. 2012 Jan;32(1):3-9; Zimmermann et al, Prenat Diagn. 2012 Dec;32(13):1233-41. GENERAL PRINCIPLE OF TARGETED METHODS Analysis focused on chromosomes of clinical interest  Analysis of 1 million of cfDNA fragments Targeted capture/analysis with specific molecular probes of cfDNA fragments belonging from chromosomes of clinical interest and reference chromosomes
  • 27. ANALYSIS SETTINGS OF TARGETED METHODS – PROBE CAPTURE&AMPLIFICATION Total CfDNA Chr21 Chr18 Chr13 Chr1 Chr2 Chr3 Chr4 Chr5 Chr6 Chr7 Chr8 Chr9 Chr10 Chr11 Chr12 Chr14 Chr15 Chr16 Chr17 Chr19 Chr20 Chr22 ChrX ChrY Capture of the specific cfDNA fragments (chr 13,18,21) Probe sequence complementary to the cfDNA fragment of interest Chr21 complementary probe Chr18 complementary probe Chr13 complementary probe Amplification Many probes are used in parallel to analyse multiple loci for each chromosome
  • 28. ANALYSIS OF SELECTED FRAGMENTS WITH TARGETED cfDNA TESTING TECHNOLOGIES Targeted Sequencing Targeted SNP-counting Digital analysis of selected regions (DANSR) MICROARRAY NGS
  • 29. Analysis of selected fragments performed by NGS in MULTIPLEXING setting Different from MPSS: available reagents are utilized to analyse a narrowed subset of chromosomes/sample A high analysis depth is generally achieved Patient 1 - chr13,18,21 Patient 2 - chr13,18,21 Patient 3 - chr13,18,21 Patient 4 - chr13,18,21 Patient 5 - chr13,18,21 Patient 6 - chr13,18,21 Patient 7 - chr13,18,21 Patient 8 - chr13,18,21 Patient 9 - chr13,18,21 Patient 10 - chr13,18,21 NGS Cartridge TARGETED ANALYSIS BY NGS Koumbaris et al, Clin Chem 62:6, 848-855, 2016; Zimmermann et al, Prenat Diagn. 2012 Dec;32(13):1233-41. COUNTS Z-score/NATUS  fetal trisomy risk score
  • 30. Juneau et al., Fetal Diagn Ther. 2014;36(4):282-6; Stokowski et al, Prenatal Diagnosis 2015; Chiu et al, BMJ 2011;342:c7401, doi:10.1136/bmj.c7401 Patient 1 Patient 2 Patient 3 Patient 4 Patient 5 Patient 96 Analysis support is microarray SINGLEPLEX: no multiplexing - each sample is analyzed individually in each sub-array Analytical conditions (depth and performances): Independent on the # of sample input Independent on reagent supply Standardized in each experiment and any DANSR labs TARGETED ANALYSIS BY MICROARRAY
  • 31. Chromosome Counts Fetal Fraction Maternal Age Gestational Age Fetal trisomy probability score FORTE Algorithm - Fetal Fraction Optimized Risk of Trisomy Evaluation FORTE™ incorporates different risk factors with the outcome of cfDNA testing (counts) )()|( )()|( DPDxP TPTxP j j Ashoor G et al., Am J Obstet Gynecol. 2012 Apr;206(4):322.e1-5. Bayesian analysis by odds ratio comparing a model assuming a disomic fetal chromosome and a model assuming a trisomic fetal chromosome.
  • 32. FORTE Algorithm - Fetal Fraction Optimized Risk of Trisomy Evaluation Ashoor G et al., Am J Obstet Gynecol. 2012 Apr;206(4):322.e1-5. FORTE trisomy risk score is independent on FF% FORTE
  • 33. OUTLINE General principle of cfDNA tests Description of genome-wide and targeted technologies Analysis depth and breadth of chromosome targets Fetal fraction measurement level of validation, reliability, accuracy and consistency Pros and cons of genome-wide and targeted technologies CfDNA testing spreading process Overview of different cfDNA tests: CE-IVD, home-brew, home-made, RUO, CLIA, CAP, targeted, genome-wide
  • 34. Chr 21, 18, 13, X & Y cfDNA Other Chr cfDNA Unmapped cfDNA Origin of cfDNA in maternal bloodstream SNPs If captured/analysed cfDNA fragments map SNPs variants  determination of the FF% by SNP genotyping by quantification of the SNP variants differing from those of the mother C G T A FETAL FRACTION MESUREMENT WITH TARGETED METHODS Koumbaris et al, Clin Chem 62:6, 848-855, 2016, Sparks AB et al., Am J Obstet Gynecol. 2012 Apr;206(4):319.e1-9; Sparks AB et al., Prenat Diagn. 2012 Jan;32(1):3-9; Zimmermann et al, Prenat Diagn. 2012 Dec;32(13):1233-41.
  • 35. FETAL FRACTION MEASUREMENT WITH MPSS Decreased sequencing depth of only few bp of each circulating fragment, limits the possibility to measure the FF% by SNP genotyping Alternative methods: Sex chromosome ratio - only in male pregnancies Differences between maternal and fetal cfDNA characteristics (all prenatal samples regardless fetal sex) Methylation Distribution of maternal and placental cfDNA fragment size Indirect sequencing variables DNA digestion of fetal and maternal cfDNA related to different nucleosome positioning Preferred ending sites for maternal and fetal cfDNA Fan et al, Proc Natl Acad Sci U S A. 2008 Oct 21;105(42):16266-71; Fan and Quake, PLoS One. 2010;5(5):e10439; Rava et al, Clin Chem. 2014;60(1):243-50; Nygren et al, Clin Chem. 2010;56(10):1627-35; Yu et al, Proc Natl Acad Sci U S A. 2014;111(23):8583-8; Kim et al Prenat Diagn 2015; 35: 810–815; Straver et al, Prenat Diagn 2016;36: 614-621; Chan et al, Proc Natl Acad Sci U S A 2016; 113: E8159–E8168
  • 36. FETAL FRACTION MEASUREMENT Yu et al. Proc Natl Acad Sci U S A. 2014 Jun 10;111(23):8583-8; DNA fragment size distributions6 Fetal main peak at 146bp; Maternal main peak at 166bp Likely to be a rough estimation of FF% due to a substantial overlap of maternal and placental distributions
  • 37. LEVEL OF VALIDATION OF FF MEASUREMENTS METHODS Low level of validation for the most of the methods Reliability? Unknown reproducibility Unknown consistency between methods Direct comparison of 6 methods in a series of 375 pregnancies with a male fetus methods based on binned autosomal read counts and nucleosome positioning did not perform reliably when compared to Y-based methods van Beek et al, Prenat Diagn. 2017 May 31. doi: 10.1002/pd.5079; Kim et al, Prenat Diagn 2015; 35: 810–815; Straver et al, Prenat Diagn 2016;36: 614-621
  • 38. VALIDATION OF FF MEASUREMENT METHOD WITH SNPs IN DANSR Direct comparison of SNP-genotyping with 576 SNPs across chr112 and Y-chr based FF quantification with DANSR Schmid et al, Ultrasound Obstet Gynecol. 2018 Feb 26. doi: 10.1002/uog.19036 RELIABILITY&CONSISTENCY REPRODUCIBILITY
  • 39. INFORMATIVITY IN DIFFERENT RATIAL POPULATIONS VALIDATION OF FF MEASUREMENT METHOD WITH DANSR Schmid et al, Ultrasound Obstet Gynecol. 2018 Feb 26. doi: 10.1002/uog.19036
  • 40. OUTLINE General principle of cfDNA tests Description of genome-wide and targeted technologies Analysis depth and breadth of chromosome targets Fetal fraction measurement level of validation, reliability, accuracy and consistency Pros and cons of genome-wide and targeted technologies CfDNA testing spreading process Overview of different cfDNA tests: CE-IVD, home-brew, home-made, RUO, CLIA, CAP, targeted, genome-wide
  • 41. WHAT HAPPENDED FROM 2011 TO TODAY? Jani et al, UOG 2015
  • 42. RESULTS OF THE SPREADING
  • 43. WHAT TYPES OF TESTS? Home-brew/home-made/RUO/LTD/CLIA/CAP CE-IVD (software&reagents) Locally China/US /Cyprus MPSS/Genome-wide or common aneuploidies MPSS/common aneuploidies onlyTargeted Targeted Trident Study national screening test Based on VeriSeq technology (Illumina) Coming soon
  • 44. IS AN INTERNALLY VALIDATED HOME-BREW/RUO cfDNA TEST EQUIVALENT TO A CE-IVD TEST? - YES, IF THE TEST IS A NEW INVENTION - NO, IF THE TEST IS PERFORMED WITH RUO KIT QUESTION http://www.salute.gov.it/portale/temi/p2_6.jsp?id=10&area=dispositivi- medici&menu=conformita
  • 46. CE-IVD • ‘Il presente decreto non si applica ai dispositivi fabbricati ed utilizzati unicamente nell'ambito della stessa struttura sanitaria e nel luogo di fabbricazione o utilizzati in locali contigui, senza essere oggetto di trasferimento ad altro soggetto.’ • Non fa distinzione tra enti pubblici ed enti privati ma usa genericamente il termine di ‘operatori sanitari’