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Carrier screening for couples: the one-in-four arithmetic and what a test can find

Most people carry a variant for at least one recessive condition and never know it. It starts to matter only when two partners carry a variant in the same gene. Screening programmes that test couples for over a thousand genes find that in about one couple in fifty, and Finland, with its own founder variants, does not screen couples.

Key takeaways

  • When both partners carry a variant in the same recessive gene, each pregnancy has a 25 percent chance of a child with the condition and a 50 percent chance of a child who carries it[1].
  • Carrying something is common: 52.7 percent of Finns carry at least one variant in the genes one analysis counted[2]. Sharing a gene with a partner is not.
  • Mackenzie's Mission screened 9,107 Australian couples for at least 1,281 genes and found 175, or 1.9 percent, newly at increased chance[7].
  • Eighteen Finnish heritage genes carried by at least 0.5 percent of Finns are missing from the American Tier 3 list[2].
  • Finland's public system does not screen couples[9]; clinical genetics units test relatives of people with a known family variant, on referral[13].

A recessive condition appears only in a child who inherits a disease-causing copy of the gene from each parent. The parents, with one copy each, are carriers and usually healthy. When both partners carry a variant in the same gene, each pregnancy has a 25 percent chance of a child with the condition, a 50 percent chance of a child who is an unaffected carrier, and a 25 percent chance of a child who is neither[1]. Being a carrier is ordinary. Across the recessive genes on the American screening list plus the Finnish heritage genes, an analysis of gnomAD data counted 52.7 percent of Finns as carriers of at least one variant[2]. What a couple screen looks for is the rarer coincidence of both partners carrying in the same gene.

Two carriers and four outcomes

Each parent passes on one of their two copies of a gene, chosen at random. For two carriers of the same recessive condition that gives four equally likely combinations, and only one of them puts a disease-causing copy from each parent into the child. The other three give a child with at least one working copy: two of them a carrier like the parents, one a child who carries nothing.

Figure 1. Two carriers of the same recessive condition. Each combination is equally likely in every pregnancy[1].

The one in four applies to each pregnancy separately. The chance does not run down over a family, so two carriers can have several children with the condition or none[1].

Four terms this guide relies on

Carrier
Someone with one disease-causing copy of a gene for a recessive condition and one working copy. Usually healthy; our guide to carrier status covers what one copy means for the person who has it.
At-risk couple
A couple in which both partners carry a variant in the same recessive gene, or the woman carries one in an X-linked gene. Mackenzie's Mission called this an increased-chance result.
Expanded carrier screening
A test of many genes at once in people with no known family history, usually by sequencing, as distinct from testing one gene because a relative has the condition.
Residual risk
The chance that remains after a negative result, because no test finds every variant that could cause the condition.

Genes on the X chromosome follow other rules. A woman who carries a variant on one of her two X chromosomes passes it to each son with a 50 percent chance, and a son who inherits it can have the condition, whatever the father carries[3]. The one-in-four figure needs both partners, and for X-linked genes it does not apply. Our page on G6PD, an X-linked gene on our carrier panel, shows how one copy behaves in men and in women.

From three conditions to a thousand genes

Carrier screening began about fifty years ago with single conditions in single communities: Tay–Sachs disease among Ashkenazi Jews in the 1970s, sickle cell disease in Black individuals. Cystic fibrosis was the first condition American guidelines recommended screening for regardless of ancestry, and spinal muscular atrophy followed[4]. We have pages on Tay–Sachs, sickle cell disease and cystic fibrosis.

Sequencing made a hundred genes nearly as cheap to read as one. In 2017 the American College of Obstetricians and Gynecologists called ethnic-specific, panethnic and expanded screening all acceptable, and listed criteria a condition on an expanded panel should meet several of, among them a carrier frequency of 1 in 100 or more, a detrimental effect on quality of life and an onset early in life[5]. ACOG reaffirmed the statement in 2025.

In 2021 the American College of Medical Genetics and Genomics (ACMG) replaced the nonspecific word expanded with four tiers. Tier 1 is cystic fibrosis and spinal muscular atrophy for everyone, plus whatever family history suggests. Tier 2 adds conditions with a carrier frequency of at least 1 in 100, Tier 3 lowers the line to 1 in 200, and Tier 4 has no lower limit. Its list for Tier 3 has 97 autosomal recessive genes and 16 X-linked ones, and the college recommends offering Tier 3 to everyone pregnant or planning a pregnancy[4]. It also states the limit every screen shares:

A negative test reduces the chance to have an affected child but does not eliminate the risk.

ACMG practice resource, 2021[4]

Research programmes go further still. Mackenzie's Mission, a carrier screening study funded by the Australian government, chose its genes through review by 16 clinical geneticists and kept 1,300: conditions that are life-limiting or disabling with onset in childhood, or ones where early diagnosis changes the outcome[6]. It left out genes for hearing loss without other features, which shows that a gene list is a set of judgements as well as a set of frequencies. Our carrier panel includes connexin-26 hearing loss.

How many couples a screen finds

Mackenzie's Mission is the largest measured answer. Health care providers across Australia offered screening before or early in pregnancy, and 9,107 of the 10,038 enrolled couples completed it[7]. The study screened both partners at once and reported one result for the couple: low chance, or increased chance for a named condition. Each person's own carrier status was not reported, because with a list that long most people carry something, while around 98 percent of couples do not share a carrier gene[8].

1.9%

of 9,107 screened couples were newly found to have an increased chance, 175 couples in all[7]

90

different genes behind those 175 results; 74.3 percent of the conditions were autosomal recessive[7]

Most couples screened learn that they share no carrier gene on the list; a few learn something no family history would have shown.

Figure 2. A thousand couples at the rate Mackenzie's Mission measured, 175 of 9,107[7]. Rounded to 19 in 1,000; the rounding is ours.

Other figures come from population databases rather than from couples tested. They count how often two people picked at random would both carry a variant in the same gene, and they depend on the gene list, on which variants count, and on the database version:

Table 1. Published rates of couples who share a carrier gene
SourcePopulationWhat was countedCouples sharing a gene
Mackenzie's Mission, 20249,107 couples screened in AustraliaAt least 1,281 genes, tested in both partners1.9%[7]
HUS and University of Helsinki, 2024Finnish ancestry, gnomAD v4Recessive and X-linked genesAbout 3%[9]
Kandolin et al., 2024Finnish, gnomAD v2.1ACMG Tier 3 recessive genes and Finnish heritage genes1.4%[2]
Kandolin et al., 2024Non-Finnish European, gnomAD v2.1The same genes0.93%[2]
Kandolin et al., 2024Ashkenazi Jewish, gnomAD v2.1The same genes2.3%[2]
Hotakainen et al., 2025Ashkenazi Jewish, gnomAD v4, the highest of the groupsVariants over 80 percent of ClinVar submissions class as pathogenic or likely pathogenic6.11%[10]

Source: Abstracts of Kirk et al. 2024[7], Kandolin et al. 2024[2] and Hotakainen et al. 2025[10]; HUS press release, 1 November 2024[9].

The two Finnish estimates differ twofold. The newer one counts many more genes in a database about five times larger, and counts only ClinVar's pathogenic classifications where the older one also counted loss-of-function and founder variants[2, 10]. The longer the list, the more couples a screen finds. Modelling the results of 346,790 screened people, Haque and colleagues found that for couples of Northern European ancestry the panels then recommended by guidelines would identify 55.2 hypothetical pregnancies per 100,000 at risk of a severe or profound condition, and an expanded panel of up to 94 conditions 159.2[11].

Why Finland needs its own list

Which variants a population carries depends on its history, and our guide to the Finnish Disease Heritage tells Finland's. For couple screening the consequence is practical. Kandolin and colleagues found 18 heritage genes carried by at least 0.5 percent of Finns that are not on ACMG's Tier 3 list[2]. A panel built on American frequencies would miss carriers of congenital nephrosis of the Finnish type or Salla disease, among others.

Mackenzie's Mission chose its list for Australian health care and Australian values[8], and HUS put the number of genes with a Finnish carrier frequency above 0.5 percent at 104, of which only 26 belong to the heritage[9]. A Finnish panel would need both: the heritage founder variants, and the commoner genes the heritage list was never meant to cover.

Finland's public system

Predictive carrier screening for couples is not offered in Finland. HUS said so when it published its estimate in November 2024, adding that the results allow Finland to consider whether carrier couples could be identified in advance here as well[9]. What the public system does offer is carrier testing for families where a variant is already known. Finnish has a word for each: kantajatutkimus, a test of one gene because a family variant has been identified, and kantajaseulonta, screening of several genes at once in healthy people or couples. Researchers at the University of Helsinki and HUS drew that line in a 2025 survey asking people with recessive conditions and their relatives how screening should be organised, if it is one day offered to people of family-forming age[3].

At HUS, a person whose family has not been studied before reaches the clinical genetics unit with a doctor's referral, which a health centre, a private doctor, occupational health or a specialist clinic can write. If a relative has already been studied there, the person can call the unit directly. A healthy relative at risk of carrying a known family variant can be offered a predictive gene test. There is a fee for the visit, the gene tests are not charged separately, patients are seen within the six months the care guarantee allows, and results can take several months[13].

The government decree on screening lists three prenatal screens, an early ultrasound, a screen for chromosomal anomalies and an ultrasound for severe structural anomalies[14]; none of them tests the parents' carrier status.

The limits of chip data

A consumer chip from 23andMe, AncestryDNA or MyHeritage reads a fixed list of positions chosen in advance, most of them common variants. Carrier variants are individually rare, and chips read rare variants badly. In UK Biobank only 16 percent of chip calls for variants rarer than 1 in 100,000 were confirmed by sequencing, and 20 of 21 consumer chip files the same study checked had at least one rare disease-causing variant called in error[15]. Our guide to false positives in raw data works through the measurements.

A chip also cannot see the variants that clinical screens handle with separate assays. Mackenzie's Mission measured the copy number of SMN1 for spinal muscular atrophy and the repeat length in FMR1 for fragile X syndrome with dedicated tests[8]; neither is a short change that a chip export or a standard VCF records, and our report lists both conditions as gaps. Comparing two chip files for a shared carrier gene therefore says little: on the UK Biobank figures a shared rare variant is more likely a calling error than a real one, and finding none covers only the few positions both chips read.

What Aimosti's partner view shows

The partner view joins two people's carrier results, each from their own whole-genome report. There are two ways in. Each partner can upload their own file to their own account and link the two by an invitation by email, or one partner can add the other's file after the other confirms by email; nothing of theirs is read before they do. Either partner can withdraw, and the view ends for both.

Table 2. What each kind of file brings to the partner view
FileCan it take part?A gene with no variant in that file reads as
Chip export (23andMe, AncestryDNA, MyHeritage)No. A chip report has no carrier panel, and the partner view refuses itNothing: no carrier results at all
Plain VCFYes"No variant found; not examined", because the file lists variants and not what was read
gVCFYes, and it is the file the add-a-partner page asks for first"Examined, none found" where the file read at least 90 percent of the gene, otherwise not examined
BAM or CRAMNot as a file of its own: a report is built from a VCF or gVCF, and Deep Read adds the reads to that report. A partner's BAM or CRAM cannot be added for themWith Deep Read on that person's report, read depth can mark a gene examined

Source: Aimosti's partner view, report and uploader as of 10 October 2026.

The table covers the 56 genes of the curated carrier panel, 26 of them Finnish Disease Heritage genes, and a wider screen of ClinVar's listed disease-causing variants in 1,363 more recessive and X-linked genes. Only findings with at least two-star review in ClinVar are joined; single-submitter matches and founder variants ClinVar has not classified stay on each person's own report.

Where both partners carry a single variant in the same recessive gene, the row states the one-in-four pattern and hands the question to a genetic counsellor. It gives no fraction where one partner has two variants in the gene, for an X-linked gene, or where the gene or variant is also linked to a dominant condition, because the one-in-four figure assumes two ordinary carriers. A summary page can be printed for a genetic counsellor.

It differs from Mackenzie's Mission in one design choice: each person's full report stays theirs, including carrier findings in genes the other does not share, and the partner sees only the carrier results. It also lacks what a clinical screen adds: it reads no SMN1 copy number and no FMR1 repeats, it does not classify variants ClinVar has not classified, and the Deep Read deletion screen for the Finnish deletions in TYROBP and CLN3 stays on the individual report. The couple pack is two genome-report credits bought together, one for each partner, and does not include Deep Read. A separate couple outlook, which both partners have to switch on, does arithmetic on harmless traits and carries no health result.

What Aimosti would (and wouldn't) show you

From two whole-genome files, a VCF or gVCF for each person, the partner view sets two people's carrier results side by side: the 56 genes of the curated carrier panel and ClinVar's listed variants in 1,363 more recessive and X-linked genes. Where both carry a variant in the same recessive gene, it states the one-in-four pattern. A chip report cannot take part.

What we won't claim

We won't present the partner view as clinical carrier screening, call a couple clear because neither file shows a variant, simulate a child, give a couple a probability for their own pregnancy, or issue carrier results from a chip file. It does not stand in for genetic counselling.

Bottom line. One couple in about fifty turns out to share a carrier gene when over a thousand genes are screened, and which genes are on the list decides whom a screen can find. In Finland that list has to include the heritage genes. A comparison of two consumer genome files can point at a shared gene, and it covers fewer genes and kinds of variant than a clinical screen.

Questions people ask

What is expanded carrier screening?

A test of many recessive and X-linked genes at once in people with no known family history, usually by sequencing. ACMG's 2021 tiers define it more precisely: Tier 3 covers conditions with a carrier frequency of at least 1 in 200, 113 genes in all[4].

How often do both partners carry the same condition?

In Mackenzie's Mission, 1.9 percent of 9,107 couples screened for at least 1,281 genes[7]. Database estimates for Finnish couples run from 1.4 percent[2] to about 3 percent[9], depending on how many genes are counted.

Can couples get carrier screening through the Finnish public system?

Not as screening of healthy couples: HUS stated in 2024 that predictive carrier screening for couples is not offered in Finland[9]. Clinical genetics units offer genetic counselling and carrier testing on referral, mainly where a variant is known in the family[13].

Can we compare our 23andMe or AncestryDNA results for genetic diseases?

Not reliably. Chips read a fixed set of mostly common positions, and their calls for rare variants are often wrong: only 16 percent of very rare chip calls were confirmed in UK Biobank[15]. Aimosti's partner view does not accept chip reports.

If neither of us shows a variant, can our children still have a recessive condition?

Yes. A negative result lowers the chance without removing it, because a screen covers a fixed list of genes and only the variants it can detect[4]. Some conditions are also caused by new variants that arise in the child[9].

References

  1. If a genetic disorder runs in my family, what are the chances that my children will have the condition?. MedlinePlus Genetics, US National Library of Medicine. Read 10 October 2026.
  2. Kandolin M, Pöyhönen M, Jakkula E. Estimation of carrier frequencies utilizing the gnomAD database for ACMG recommended carrier screening and Finnish disease heritage conditions in non-Finnish European, Finnish, and Ashkenazi Jewish populations. American Journal of Medical Genetics Part A, 2024. doi:10.1002/ajmg.a.63588 Abstract: cumulative carrier rates 52.7% (Finnish), 48.9% (non-Finnish European), 58.3% (Ashkenazi Jewish); at-risk couple rates 1.4%, 0.93% and 2.3%; 18 heritage genes at 0.5% or more in Finns absent from the ACMG Tier 3 list.
  3. Kantajaseulontaan liittyvien mielipiteiden kartoitus Suomessa: tiedote tutkimuksesta. University of Helsinki and HUS Clinical Genetics, study notice hosted by Tukiliitto, 2025. Survey notice in Finnish; the survey closed on 30 June 2025. Read 10 October 2026.
  4. Gregg AR, Aarabi M, Klugman S, et al. Screening for autosomal recessive and X-linked conditions during pregnancy and preconception: a practice resource of the American College of Medical Genetics and Genomics (ACMG). Genetics in Medicine, 2021. doi:10.1038/s41436-021-01203-z Tier 3: carrier frequency of at least 1 in 200; 97 autosomal recessive and 16 X-linked genes.
  5. American College of Obstetricians and Gynecologists. Carrier screening in the age of genomic medicine. Committee Opinion No. 690. Obstetrics & Gynecology, 2017. Reaffirmed 2025, as the page stated on 10 October 2026.
  6. Kirk EP, Ong R, Boggs K, et al. Gene selection for the Australian Reproductive Genetic Carrier Screening Project ("Mackenzie's Mission"). European Journal of Human Genetics, 2021. doi:10.1038/s41431-020-0685-x
  7. Kirk EP, Delatycki MB, Archibald AD, et al. Nationwide, couple-based genetic carrier screening. New England Journal of Medicine, 2024. doi:10.1056/NEJMoa2314768 Abstract: 10,038 couples enrolled, 9,107 completed screening, 175 (1.9%) newly identified with an increased chance; 90 genes; 74.3% of the conditions autosomal recessive.
  8. Archibald AD, McClaren BJ, Caruana J, et al. The Australian Reproductive Genetic Carrier Screening Project (Mackenzie's Mission): design and implementation. Journal of Personalized Medicine, 2022. doi:10.3390/jpm12111781
  9. Extensive analysis provides new insights into carrier risks for rare diseases. HUS Helsinki University Hospital, press release, 2024. Published 1 November 2024.
  10. Hotakainen R, Järvinen T, Kettunen K, Anttonen AK, Jakkula E. Estimation of carrier frequencies of autosomal and X-linked recessive genetic conditions based on gnomAD v4.0 data in different ancestries. Genetics in Medicine, 2025. doi:10.1016/j.gim.2024.101304 Abstract: 324 genes with a carrier frequency of at least 1 in 200 in at least one ancestry group; the highest at-risk couple frequency, 6.11%, in Ashkenazi Jewish.
  11. Haque IS, Lazarin GA, Kang HP, Evans EA, Goldberg JD, Wapner RJ. Modeled fetal risk of genetic diseases identified by expanded carrier screening. JAMA, 2016. doi:10.1001/jama.2016.11139
  12. Uusimaa J, Kettunen J, Varilo T, et al. The Finnish genetic heritage in 2022: from diagnosis to translational research. Disease Models & Mechanisms, 2022. doi:10.1242/dmm.049490
  13. Perinnöllisyysneuvonta. HUS Helsinki University Hospital, Clinical Genetics. Genetic counselling page in Finnish, updated 1 July 2026; read 10 October 2026.
  14. Valtioneuvoston asetus seulonnoista 339/2011. Finlex, 2011. Government decree on screening, consolidated text read 10 October 2026: the prenatal screens are an early ultrasound, a screen for chromosomal anomalies and an ultrasound for severe structural anomalies.
  15. Weedon MN, Jackson L, Harrison JW, et al. Use of SNP chips to detect rare pathogenic variants: retrospective, population based diagnostic evaluation. BMJ, 2021. doi:10.1136/bmj.n214

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