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Staff member

Anna Seriola Petit

Staff member publications

Massafret, O, Parra, A, Burgos-Artizzu, X, Ferrer-Vaquer, A, Sole, M, Iriarte, Y Franco, Seriola, A, Ojosnegros, S, (2026). Robust non-invasive human oocyte maturation and age classification through METAPHOR metabolic imaging and five biochemical-organelle biomarkers HUMAN REPRODUCTION 41, deag083008

Seriola, A, Godeau, A, Aroca, E, Casals, M, Demestre, M, Parra, A, Ferrer-Vaquer, A, Veiga, A, Sole, M, Boada, M, Ojosnegros, S, (2026). Clinical grade globulin-rich protein supplements improve human embryo implantation in vitro HUMAN REPRODUCTION 41, deag083845

Godeau, Amelie Luise, Seriola, Anna, Tchaicheeyan, Oren, Casals, Marc, Denkova, Denitza, Aroca, Ester, Massafret, Ot, Parra, Albert, Demestre, Maria, Ferrer-Vaquer, Anna, Goren, Shahar, Veiga, Anna, Sole, Miquel, Boada, Montse, Comelles, Jordi, Martinez, Elena, Colombelli, Julien, Lesman, Ayelet, Ojosnegros, Samuel, (2025). Traction force and mechanosensitivity mediate species-specific implantation patterns in human and mouse embryos Science Advances 11, eadr5199

The invasion of human embryos in the uterus overcoming the maternal tissue barrier is a crucial step in embryo implantation and subsequent development. Although tissue invasion is fundamentally a mechanical process, most studies have focused on the biochemical and genetic aspects of implantation. Here, we fill the gap by using a deformable ex vivo platform to visualize traction during human embryo implantation. We demonstrate that embryos apply forces remodeling the matrix with species-specific displacement amplitudes and distinct radial patterns: principal displacement directions for mouse embryos, expanding on the surface while human embryos insert in the matrix generating multiple traction foci. Implantation-impaired human embryos showed reduced displacement, as well as mouse embryos with inhibited integrin-mediated force transmission. External mechanical cues induced a mechanosensitive response, human embryos recruited myosin, and directed cell protrusions, while mouse embryos oriented their implantation or body axis toward the external cue. These findings underscore the role of mechanical forces in driving species-specific invasion patterns during embryo implantation.

JTD Keywords: Animals, Anterior-posterior axis, Biomechanical phenomena, Cells, Collagen, Differentiatio, Embryo implantation, Embryo, mammalian, Female, Humans, Mechanotransduction, cellular, Mice, Morphogenesis, Pregnancy, Range, Self-organization, Species specificity, Trophoblast invasion, Uterine contractions


Ojosnegros, S, Parra, A, Massafret, O, Ferrer-Vaquer, A, Solé, M, Boada, M, Seriola, A, (2025). P-294 Non-invasive classification of human oocytes using AI-powered METAPHOR metabolic imaging HUMAN REPRODUCTION 40, deaf097.602

Study question: Can we classify human oocytes non-invasively using METAPHOR based on their metabolic hyperspectral (HS) signature and mitochondrial content? Summary answer: METAPHOR provides a tool to determine the physiology of human oocytes non-invasively based on their metabolism and live observation of mitochondrial content and activity.

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Oliver-Vila, I, Sesma-Herrero, E, Belda, F, Seriola, A, Ojosnegros, S, (2025). Robust differentiation and potent immunomodulation of human mesenchymal stromal cells cultured with a xeno-free GMP protein supplement CYTOTHERAPY 27, 552-561

Background/aims: Human mesenchymal stromal cells (hMSC) are multipotent adult cells commonly used in regenerative medicine as advanced therapy medicinal products. The expansion of these cells in xeno-free supplements is highly encouraged by regulatory agencies due to safety concerns. However, the number of supplements with robust performance and consistency for hMSC expansion are limited. Here, we evaluate a xeno-free human plasma-derived protein supplement (Plastem, Grifols) for the expansion and functional evaluation of hMSCs. Methods: hMSC from bone marrow, adipose tissue and umbilical cord were obtained from two suppliers and cultured in Dulbecco's modified Eagle's medium (DMEM/F-12) supplemented with fetal bovine serum 10% (FBS), human platelet lysate 5% (hPL) or Plastem 10%+ hPL0.5%. Cell proliferation was evaluated after culturing hMSC for 13 days with trypan blue exclusion. hMSC immunophenotype was assessed by flow cytometry of surface markers expression. Multipotentiality assay determined the ability of hMSC to differentiate into osteogenic, chondrogenic and adipogenic lineages after 21 days, by using specific staining. Immunomodulatory properties of hMSC were analyzed by measuring suppression of human peripheral blood mononuclear cell (PBMC) proliferation in co-culture with hMSC. Results: Plastem 10% + hPL 0.5% supported robust and sustained hMSC growth with a similar efficiency to the reference supplement FBS 10%. hMSC cultured with the xeno-free supplement presented a similar morphology comparable to FBS-supplemented cells and maintained typical expression of markers: positive (>95%) for CD90, CD73 and CD105; and negative (

JTD Keywords: Animal serum, Bone-marrow, Cell culture media, Cell therapy manufacturing, Expansion, Human mesenchymal stromal cells, Human platelet lysate, Immunomodulation, International-society, Multipotentiality, Proliferation, Serum-free media, Stem-cells, Substitut, Therapy, Xeno-fre


Borges, NC, Ishanzadeh, MCS, Acacio, M, Mestres, E, Matia-Algue, Q, Seriola, A, Ojosnegros, S, Calderon, G, Wells, D, (2024). MATERNAL SPINDLE TRANSFER (MST) CAN HELP RESTORE DEVELOPMENTAL POTENTIAL, MAINTAIN DNA INTEGRITY AND REDUCE THE INCIDENCE OF ANEUPLOIDIES OCCURRING DURING MEIOSIS II IN IN VITRO AGED OOCYTES. FERTILITY AND STERILITY 122, E199-E200

Parra, A, Denkova, D, Burgos-Artizzu, XP, Aroca, E, Casals, M, Godeau, A, Ares, M, Ferrer-Vaquer, A, Massafret, O, Oliver-Vila, I, Mestres, E, Acacio, M, Costa-Borges, N, Rebollo, E, Chiang, HJ, Fraser, SE, Cutrale, F, Seriola, A, Ojosnegros, S, (2024). METAPHOR: Metabolic evaluation through phasor-based hyperspectral imaging and organelle recognition for mouse blastocysts and oocytes PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA 121, e2315043121

Only 30% of embryos from in vitro fertilized oocytes successfully implant and develop to term, leading to repeated transfer cycles. To reduce time-to-pregnancy and stress for patients, there is a need for a diagnostic tool to better select embryos and oocytes based on their physiology. The current standard employs brightfield imaging, which provides limited physiological information. Here, we introduce METAPHOR: Metabolic Evaluation through Phasor-based Hyperspectral Imaging and Organelle Recognition. This non-invasive, label-free imaging method combines two-photon illumination and AI to deliver the metabolic profile of embryos and oocytes based on intrinsic autofluorescence signals. We used it to classify i) mouse blastocysts cultured under standard conditions or with depletion of selected metabolites (glucose, pyruvate, lactate); and ii) oocytes from young and old mouse females, or in vitro-aged oocytes. The imaging process was safe for blastocysts and oocytes. The METAPHOR classification of control vs. metabolites-depleted embryos reached an area under the ROC curve (AUC) of 93.7%, compared to 51% achieved for human grading using brightfield imaging. The binary classification of young vs. old/in vitro-aged oocytes and their blastulation prediction using METAPHOR reached an AUC of 96.2% and 82.2%, respectively. Finally, organelle recognition and segmentation based on the flavin adenine dinucleotide signal revealed that quantification of mitochondria size and distribution can be used as a biomarker to classify oocytes and embryos. The performance and safety of the method highlight the accuracy of noninvasive metabolic imaging as a complementary approach to evaluate oocytes and embryos based on their physiology.

JTD Keywords: Ai, Consumption, Culture, Embryo development, Fluorescence, Hyperspectral imagin, Implantation, In vitro fertilization, Infertility, Label-free imaging, Microscopy, Morphokinetics, Oxygen concentrations, Selectio, Time-lapse


Ojosnegros, S, Parra, A, Massafret, O, Burgos-Artizzu, X, Ferrer-Vaquer, A, Ares, M, Denkova, D, Parriego, M, Sole, M, Boada, M, Seriola, A, (2024). METAPHOR: METabolic imaging through AI-powered Phasor-based Hyperspectral analysis and Organelle recognition for the classification of human blastocysts - O-249 HUMAN REPRODUCTION 39, I143-I143

Ojosnegros, S, Parra, A, Denkova, D, Burgos-Artizzu, XPP, Sandoval, MC, Oliver-Vila, I, Borges, NC, Mestres, E, Acacio, M, Seriola, A, (2023). ROBUST CLASSIFICATION OF MAMMALIAN EMBRYOS AND OOCYTES BASED ON LABEL-FREE HYPERSPECTRAL IMAGING AND ARTIFICIAL INTELLIGENCE FERTILITY AND STERILITY 120, E42-E42

Borges, NC, Mestres, E, Acacio, M, Parra, A, Castello, C, Matia-Algué, Q, Burgos-Artizzu, XPP, Sandoval, MC, Seriola, A, Ojosnegros, S, Calderon, G, (2023). MATERNAL SPINDLE TRANSFER RESTORES THE EMBRYO DEVELOPMENTAL COMPETENCE OF POOR-QUALITY OOCYTES IDENTIFIED NON-INVASIVELY BY HYPERSPECTRAL IMAGING: PROOF OF CONCEPT IN THE MOUSE MODEL. FERTILITY AND STERILITY 120, E215-E215

Ojosnegros, S, Parra, A, Denkova, D, Burgos-Artizzu, X, Oliver, I, Fraser, SE, Chiang, HJ, Cutrale, F, Costa-Borges, N, Mestres, E, Acacio, M, Calderón, G, Rebollo, E, Veiga, A, Seriola, A, (2023). Metabolic classification of embryos and oocytes based on hyperspectral imaging and machine learning (O-237) HUMAN REPRODUCTION 38, O-237

Costa-Borges, N, Parra, A, Mestres, E, Acacio, M, Castello, C, Seriola, A, Ojosnegros, S, Calderón, G, (2023). Maternal spindle transfer restores the developmental competence of in vitro aged oocytes with diminished metabolic activity identified by hyperspectral imaging (O-208) HUMAN REPRODUCTION 38, O208

Ojosnegros, S, Godeau, A, Aroca, E, Sole, M, Parriego, M, Boada, M, Veiga, A, Lesman, A, Tchaicheeyan, O, Goren, S, Seriola, A, (2022). 3D live-imaging reconstruction of the human embryo implantation ex vivo (P-412) HUMAN REPRODUCTION 37, I386-I386

Ojosnegros, S, Seriola, A, Aroca, E, Godeau, A, Denkova, D, Casals, M, (2021). Globulin-rich protein supplements improve blastulation efficiency in culture and promote implantation in vitro HUMAN REPRODUCTION 36, 214-215

Ojosnegros, S, Seriola, A, Godeau, AL, Veiga, A, (2021). Embryo implantation in the laboratory: an update on current techniques HUMAN REPRODUCTION UPDATE 27, 501-530

BACKGROUND: The embryo implantation process is crucial for the correct establishment and progress of pregnancy. During implantation, the blastocyst trophectoderm cells attach to the epithelium of the endometrium, triggering intense cell-to-cell crosstalk that leads to trophoblast outgrowth, invasion of the endometrial tissue, and formation of the placenta. However, this process, which is vital for embryo and foetal development in utero, is still elusive to experimentation because of its inaccessibility. Experimental implantation is cumbersome and impractical in adult animal models and is inconceivable in humans. OBJECTIVE AND RATIONALE: A number of custom experimental solutions have been proposed to recreate different stages of the implantation process in vitro, by combining a human embryo (or a human embryo surrogate) and endometrial cells (or a surrogate for the endometrial tissue). In vitro models allow rapid high-throughput interrogation of embryos and cells, and efficient screening of molecules, such as cytokines, drugs, or transcription factors, that control embryo implantation and the receptivity of the endometrium. However, the broad selection of available in vitro systems makes it complicated to decide which system best fits the needs of a specific experiment or scientific question. To orient the reader, this review will explore the experimental options proposed in the literature, and classify them into amenable categories based on the embryo/cell pairs employed. The goal is to give an overview of the tools available to study the complex process of human embryo implantation, and explain the differences between them, including the advantages and disadvantages of each system. SEARCH METHODS: We performed a comprehensive review of the literature to come up with different categories that mimic the different stages of embryo implantation in vitro, ranging from initial blastocyst apposition to later stages of trophoblast invasion or gastrulation. We will also review recent breakthrough advances on stem cells and organoids, assembling embryo-like structures and endometrial tissues. OUTCOMES: We highlight the most relevant systems and describe the most significant experiments. We focus on in vitro systems that have contributed to the study of human reproduction by discovering molecules that control implantation, including hormones, signalling molecules, transcription factors and cytokines. WIDER IMPLICATIONS: The momentum of this field is growing thanks to the use of stem cells to build embryo-like structures and endometrial tissues, and the use of bioengineering to extend the life of embryos in culture. We propose to merge bioengineering methods derived from the fields of stem cells and reproduction to develop new systems covering a wider window of the implantation process.

JTD Keywords: in vitro models, blastocyst, blastocyst-like structures, early-pregnancy, endometrial cells, epidermal-growth-factor, gene-expression, implantation, in vitro models, in-vitro model, indian hedgehog, organoids, receptivity, self-organization, spheroids, trophoblast, trophoblast invasion, uterine receptivity, Blastocyst, Blastocyst-like structures, Early-pregnancy, Endometrial cells, Endometrial stromal cells, Epidermal-growth-factor, Gene-expression, Implantation, In vitro models, In-vitro model, Indian hedgehog, Organoids, Receptivity, Self-organization, Spheroids, Trophoblast, Trophoblast invasion, Uterine receptivity


Cutrale, Francesco, Rodriguez, Daniel, Hortigüela, Verónica, Chiu, Chi-Li, Otterstrom, Jason, Mieruszynski, Stephen, Seriola, Anna, Larrañaga, Enara, Raya, Angel, Lakadamyali, Melike, Fraser, Scott E., Martinez, Elena, Ojosnegros, Samuel, (2019). Using enhanced number and brightness to measure protein oligomerization dynamics in live cells Nature Protocols 14, 616-638

Protein dimerization and oligomerization are essential to most cellular functions, yet measurement of the size of these oligomers in live cells, especially when their size changes over time and space, remains a challenge. A commonly used approach for studying protein aggregates in cells is number and brightness (N&B), a fluorescence microscopy method that is capable of measuring the apparent average number of molecules and their oligomerization (brightness) in each pixel from a series of fluorescence microscopy images. We have recently expanded this approach in order to allow resampling of the raw data to resolve the statistical weighting of coexisting species within each pixel. This feature makes enhanced N&B (eN&B) optimal for capturing the temporal aspects of protein oligomerization when a distribution of oligomers shifts toward a larger central size over time. In this protocol, we demonstrate the application of eN&B by quantifying receptor clustering dynamics using electron-multiplying charge-coupled device (EMCCD)-based total internal reflection microscopy (TIRF) imaging. TIRF provides a superior signal-to-noise ratio, but we also provide guidelines for implementing eN&B in confocal microscopes. For each time point, eN&B requires the acquisition of 200 frames, and it takes a few seconds up to 2 min to complete a single time point. We provide an eN&B (and standard N&B) MATLAB software package amenable to any standard confocal or TIRF microscope. The software requires a high-RAM computer (64 Gb) to run and includes a photobleaching detrending algorithm, which allows extension of the live imaging for more than an hour.

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