Evidence map›Paper›PMID 41453368›Full record

ArticleHuman reproduction (Oxford, England)2026

Automated oocyte retrieval, denudation, sperm preparation, and ICSI in the IVF laboratory: a proof-of-concept study and report of the first live births.

A Chavez-Badiola, G Mendizabal-Ruiz, A Flores-Saiffe Farías, N Costa-Borges, A Murray, M Alikani, G Silvestri, C Millan, E Hernández-Morales, R Valencia-Murillo and 13 more

Registry-linked trialAbstract read
In one paragraph

Article in Human reproduction (Oxford, England), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06074835 (Automation of Gamete Preparation, Intracytoplasmic Sperm Injection), which is not on this map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06074835 nacompletednot on this map

Automation of Gamete Preparation, Intracytoplasmic Sperm Injection (ICSI), Embryo Culture, and Vitrification: A Proof of Concept Study

TypeinterventionalSponsorConceivable Life SciencesRan2023 to 2025Enrolled42ConditionsInfertilityArmsGamete preparation, ICSI, embryo culture and vitrification robot assistant, Routine Manual ICSI Workflow
3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Review
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

23 authors.

A Chavez-BadiolaConceivable Life Sciences, New York, NY, USA.
G Mendizabal-RuizConceivable Life Sciences, New York, NY, USA.
A Flores-Saiffe FaríasConceivable Life Sciences, New York, NY, USA.
N Costa-BorgesEmbryotools, Barcelona, Spain.ORCID 0000-0002-2073-7515
A MurrayConceivable Life Sciences, New York, NY, USA.
M AlikaniConceivable Life Sciences, New York, NY, USA.
G SilvestriConceivable Life Sciences, New York, NY, USA.ORCID 0000-0002-5496-2470
C MillanConceivable Life Sciences, New York, NY, USA.
E Hernández-MoralesConceivable Life Sciences, New York, NY, USA.ORCID 0009-0006-3903-0719
R Valencia-MurilloConceivable Life Sciences, New York, NY, USA.
V MedinaConceivable Life Sciences, New York, NY, USA.
E MestresEmbryotools, Barcelona, Spain.ORCID 0000-0001-6140-6416
A Valadez AguilarHope IVF México, Guadalajara, Jalisco, México.
V Ocegueda-HernándezConceivable Life Sciences, New York, NY, USA.
F Acosta-GómezConceivable Life Sciences, New York, NY, USA.
A Álvarez LópezConceivable Life Sciences, New York, NY, USA.
M AcacioEmbryotools, Barcelona, Spain.
Q Matia-AlguéEmbryotools, Barcelona, Spain.
J G Espinoza FigueroaConceivable Life Sciences, New York, NY, USA.
L M Campos OlmedoHope IVF México, Guadalajara, Jalisco, México.
C P BarraganConceivable Life Sciences, New York, NY, USA.
D J Sánchez-GonzálezHope IVF México, Guadalajara, Jalisco, México.
J CohenConceivable Life Sciences, New York, NY, USA.ORCID 0000-0002-7585-1489

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

study questionCan multiple automated systems sequentially perform Day 0 IVF procedures: (i) sperm preparation, (ii) cumulus-oocyte complex (COC) retrieval and oocyte denudation, and (iii) ICSI? SUMMARY ANSWER: Automated sequential Day 0 procedures achieved fertilization in 64.3% of injected oocytes and 42.2% usable blastocyst formation in 11 cases, resulting in five healthy live births from nine patients with positive pregnancy tests. WHAT IS KNOWN ALREADY: The Day 0 procedures-sperm preparation, oocyte handling (e.g. finding and denudation), and ICSI-rely on embryologist skill. Automation in IVF laboratories has the potential to improve reproducibility, yet its implementation remains limited. Fully automated pipetting workflows replicating embryologist activities have not yet been achieved, though partial automation of key steps such as dish preparation and ICSI has been reported. STUDY DESIGN, SIZE, DURATION: Proof-of-concept pilot study with prospective allocation of sibling oocytes to automated or manual protocols. Here, we report on Day 0 automation in 11 cases using two or three automated systems (nicknamed 'pearls') in sequence. Single vitrified/warmed blastocyst transfers occurred between April and October 2024. This work was part of a larger research programme evaluating automation across multiple IVF laboratory procedures from gamete handling through blastocyst transfer and specifically demonstrates sequential automation across multiple Day 0 procedures within a single workflow. PARTICIPANTS/MATERIALS, SETTING,

methodsEleven consenting patients (three autologous, eight donor egg cycles) underwent IVF/ICSI following minimal or mild stimulation. The gametes were processed using either automated or manual protocols. The automated systems-Pearl 1 (sperm preparation), Pearl 2 (COC retrieval and oocyte denudation), and Pearl 3 (sperm selection, laser immobilization, and piezo-ICSI)-were used in various combinations. Multiple AIs were developed and deployed across these systems. This IRB-approved study was conducted at Hope IVF, Guadalajara, México. MAIN RESULTS AND THE ROLE OF CHANCE: The automated systems achieved 64.3% fertilization (45/70) and 42.2% usable blastocyst formation per zygote (19/45), compared to 81% (47/58) and 59.6% (28/47) with manual procedures. Transfers from the automated arm resulted in five live births, three biochemical pregnancies, and one early loss at 7 weeks. The live birth rate per transfer of a single warmed blastocyst in the automated arm was 5/12 (41.7%). LIMITATIONS, REASONS FOR CAUTION: The small sample size prevented statistical comparison between automated and manual procedures. Some steps required operator support via direct intervention or digital control. Autonomy (defined as automated execution without human intervention) was achieved only in sperm preparation and selected ICSI tasks. A larger study using an updated system is underway. WIDER IMPLICATIONS OF THE

findingsThis study demonstrates the feasibility of automating Day 0 IVF procedures, with the potential to improve standardization and reduce protocol drift, fatigue, and operator variability. Our findings support a phased integration of automation to meet growing ART demands. STUDY FUNDING/COMPETING INTEREST(S): The study was sponsored by Conceivable Life Sciences. A.C.-B. is an employee, shareholder, and company officer at Conceivable Life Sciences and also holds shares in IVF 2.0. G.M.-R. is a stock option holder at Conceivable Life Sciences and has received consulting fees from both Conceivable Life Sciences and IVF 2.0. A.F.-S.F. is an employee and stock option holder at Conceivable Life Sciences. N.C.-B. is a stock option holder at Conceivable Life Sciences and has received consulting fees from the company, and he is also an employee, shareholder, and company officer at Embryotools. A.M. is a shareholder and company officer at Conceivable Life Sciences and holds shares in TMRW Life Sciences. M.A. is a stock option holder at Conceivable Life Sciences and has received consulting fees and travel support from the company; she has also received consulting fees from TMRW Life Sciences. G.S. is an employee and stock option holder at Conceivable Life Sciences and has received consulting fees from IVF 2.0. C.M. is an employee and stock option holder at Conceivable Life Sciences. E.H.-M. is an employee and stock option holder at Conceivable Life Sciences. R.V.-M. is an employee and stock option holder at Conceivable Life Sciences and has received consulting fees from IVF 2.0. V.M. is an employee and stock option holder at Conceivable Life Sciences. E.M. is an employee of Embryotools. A.V.A. has no conflicts of interest to declare. V.O.-H. is an employee and stock option holder at Conceivable Life Sciences and has received consulting fees from IVF 2.0. F.A.-G. is an employee and stock option holder at Conceivable Life Sciences. A.Á.L. is an employee and stock option holder at Conceivable Life Sciences. M.A. is an employee of Embryotools. Q.M.-A. is an employee of Embryotools. J.G.E.F. is an employee and stock option holder at Conceivable Life Sciences. L.M.C.O. has no conflicts of interest to declare. C.P.B. is an employee and stock option holder at Conceivable Life Sciences. D.J.S.-G. has no conflicts of interest to declare. J.C. is an employee, shareholder, stock option holder, and company officer at Conceivable Life Sciences and holds shares in IVF 2.0, Althea Science, TMRW Life Sciences, Kindbody, and Reproductive Healthcare. Furthermore, A.C.-B., G.M.-R., A.F.-S.F., A.M., A.Á.L., and J.C. declare inventorship on US patent 12,349,940 B2 protecting automated oocyte denudation. A.C.-B., G.M.-R., A.F.-S.F., C.M., R.V.-M., V.O.-H., E.H.-M., V.M., A.M., and J.C. declare inventorship on US patent 12,245,793 B2 protecting robotic handling systems for IVF laboratories. A.C.-B., G.M.-R., A.F.-S.F., C.M., G.S., V.M., J.C., and A.M. declare inventorship on US patent 12,178,475 B1 protecting automated sperm preparation. A.C.-B., G.M.-R., A.M., and J.C. declare inventorship on US patent 12,180,441 B1 protecting laboratory workflow automation. A.C.-B., G.M.-R., A.F.-S.F., A.M., C.M., R.V.-M., V.O.-H., N.C.-B., A.Á.L., and J.C. declare inventorship on US patent 12,268,418 B2 protecting automated oocyte preparation. A.C.-B., G.M.-R., R.V.-M., V.O.-H., N.C.-B., E.H.-M., A.M., J.C., and A.F.-S.F. declare inventorship on US patent 12,310,625 B2 protecting automated ICSI. A.C.-B., G.M.-R., A.F.-S.F., C.M., V.O.-H., and A.M. declare inventorship on US patent 12,253,516 B2 protecting optical systems for IVF automation. A.C.-B., G.M.-R., A.M., J.C., A.F.-S.F., C.M., R.V.-M., V.O.-H., G.S., N.C.-B., and J.G.E.F. declare inventorship on US patent 12,226,125 B2 protecting automated vitrification. A.C.-B., G.M.-R., C.M., R.V.-M., V.O.-H., N.C.-B., V.M., and J.C. declare inventorship on US patent US 12,478,405 B2 protecting automated dish-based sperm preparation. A.C.-B., G.M.-R., C.M., N.C.-B., M.A., A.M., and J.C. declare inventorship on a pending patent application protecting automated dish preparation technology. A.C.-B., G.M.-R., N.C.-B., and J.C. declare inventorship on a pending patent application protecting automated oocyte denudation. N.C.-B., J.C., A.M., E.H.-M., and A.C.-B. declare inventorship on a pending patent application protecting automated vitrification systems. A.C.-B., G.M.-R., V.O.-H., and J.C. declare inventorship on a pending patent application protecting COC detection technology. TRIAL REGISTRATION NUMBER: NCT06074835 (ClinicalTrials.gov, 4 October 2023).

Indexed as

Fertilization in VitroOocyte RetrievalSperm Injections, IntracytoplasmicAdultBlastocystFemaleHumansLive BirthMaleOocytesPilot ProjectsPregnancyPregnancy RateProof of Concept StudyProspective StudiesSpermatozoaAIassisted reproductionautomationembryo transferfertilizationICSIinfertilityIVF/ICSI outcomepregnancy

Identifiers

PMID41453368
PMCPMC12957933

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.