Back

Breaking the 7 Mb barrier: Clinical cohort validation of genome-wide NIPT with fetal fraction enrichment and BinDel for detection of 1 Mb microdeletions and -duplications

Vaiküll, K.; Paluoja, P.; Mölder, S.; Gryshchenko, V.; Tonisson, N.; Salumets, A.; Krjutskov, K.

2026-02-11 genetic and genomic medicine
10.64898/2026.02.10.26345955 medRxiv
Show abstract

ObjectiveTo evaluate the analytical and clinical performance of fetal fraction (FF) enriched genome-wide noninvasive prenatal testing (GW-NIPT) for detection of clinically relevant copy number variants (CNVs) down to 1 Mb. MethodsWe retrospectively analyzed 10,501 singleton pregnancies tested with FF enrichment-based GW-NIPT between August 2023 and July 2025. CNV analysis was performed using BinDel and WisecondorX. ResultsFF enrichment increased median FF to 24% (2.4-fold increase). Clinically relevant CNVs, including microdeletions and microduplications, were reliably detected down to 1 Mb. Performance was robust across all maternal body mass index (BMI) categories. The retest rate was 0.95%, resulting in a final no-call rate of 0.03% with no BMI-attributable failures. The workflow demonstrated high sensitivity, specificity, and positive predictive value for common aneuploidies, rare autosomal trisomies, sex chromosome aneuploidies, subchromosomal CNVs, and pathogenic mitochondrial DNA variants. ConclusionsFF enrichment enhances the analytical resolution of first-trimester GW-NIPT, enabling reliable detection of subchromosomal CNVs down to 1 Mb across diverse patient populations. This approach broadens the scope of prenatal screening while maintaining low test failure rates. All positive findings require confirmatory diagnostic testing and appropriate genetic counseling.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
Genetics in Medicine
69 papers in training set
Top 0.2%
14.5%
2
Nature Communications
4913 papers in training set
Top 14%
12.5%
3
Genome Medicine
154 papers in training set
Top 0.4%
10.5%
4
JAMA Network Open
127 papers in training set
Top 0.4%
6.4%
5
The American Journal of Human Genetics
206 papers in training set
Top 0.9%
4.9%
6
The Journal of Molecular Diagnostics
36 papers in training set
Top 0.1%
4.0%
50% of probability mass above
7
Scientific Reports
3102 papers in training set
Top 34%
3.7%
8
European Journal of Human Genetics
49 papers in training set
Top 0.4%
2.5%
9
Med
38 papers in training set
Top 0.1%
2.5%
10
PLOS ONE
4510 papers in training set
Top 53%
1.7%
11
Bioinformatics
1061 papers in training set
Top 7%
1.7%
12
JAMA
17 papers in training set
Top 0.1%
1.7%
13
Genetics in Medicine Open
10 papers in training set
Top 0.1%
1.5%
14
Environmental Health Perspectives
17 papers in training set
Top 0.3%
1.3%
15
Nature Medicine
117 papers in training set
Top 3%
1.2%
16
BMC Genomics
328 papers in training set
Top 4%
0.9%
17
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 41%
0.9%
18
Cell Reports Medicine
140 papers in training set
Top 6%
0.9%
19
npj Genomic Medicine
33 papers in training set
Top 0.8%
0.8%
20
Clinical Chemistry
22 papers in training set
Top 0.7%
0.8%
21
Eurosurveillance
80 papers in training set
Top 1%
0.8%
22
Circulation
66 papers in training set
Top 2%
0.8%
23
Nucleic Acids Research
1128 papers in training set
Top 17%
0.8%
24
The Journal of Pediatrics
15 papers in training set
Top 0.6%
0.8%
25
BMC Medicine
163 papers in training set
Top 7%
0.8%
26
International Journal of Epidemiology
74 papers in training set
Top 3%
0.6%
27
The Lancet Digital Health
25 papers in training set
Top 1%
0.6%
28
Nature Human Behaviour
85 papers in training set
Top 5%
0.6%
29
Journal of the American Medical Informatics Association
61 papers in training set
Top 2%
0.5%
30
Alzheimer's & Dementia
143 papers in training set
Top 3%
0.5%