Annual report 2024

A walk through 2024

January 2024FUNDING
April 2024AWARDS
May 2024INSTITUTIONAL
May 2024AWARDS
July 2024OUTREACH
November 2024INSTITUTIONAL
November 2024OUTREACH
December 2024FUNDING

Scientific Highlights

Description

A team from I2SysBio develop a new computer tool to investigate the complexity of the genome.

The computer program allows for the quality control, filtering and annotation of transcripts. The software has been published in Nature Methods and allows to analyze data obtained by long-read sequencing of the transcriptome. This system makes it possible to discover new RNA molecules and understand their structures. This deepens the knowledge of the diversity of the transcriptome in all aspects of life, from the formation of the organism to its diseases.

Pardo-Palacios, F. J., Arzalluz-Luque, A., Kondratova, L., et al. (2024). SQANTI3: Curation of long-read transcriptomes for accurate
identification of known and novel isoforms. /Nature Methods, 21/,
793–797. https://doi.org/10.1038/s41592-024-02229-2

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Description

Immune digital twins for complex human pathologies: applications, limitations, and challenges.

Digital twins represent a key technology for the future of biomedicine. These computational models represent the health state of individual patients over time, enabling optimal therapeutics and forecasting patient prognosis. In this review we outline the progress and initiatives on immune digital twins to facilitate communication between interdisciplinary communities, its application in drug discovery and the challenges to make immune digital twins a reality.

Niarakis, A., Laubenbacher, R., An, G., et al. (2024). Immune digital twins for complex human pathologies: Applications, limitations, and challenges. /npj Systems Biology and Applications, 10/, 141. https://doi.org/10.1038/s41540-024-00

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Description:

Evolutionary trends of alternative splicing.

Alternative splicing is the post-transcriptional mechanism by which many different isoforms are generated from a single gene, contributing to increasing spatio-temporal transcriptome complexity. I2SysBio researchers propose a novel genome-level measure of alternative splicing, which associates it with a single value for each species. Thus, a comparative analysis of species spanning the whole tree of life has revealed certain evolutionary trends in alternative splicing, prevalence in specific lineages, and relation to genome compositional structures.

de la Fuente, R., Díaz-Villanueva, W., & Arnau, V. (2024). Evolutionary trends of alternative splicing. /eLife, 13/, RP94802. https://doi.org/10.7554/eLife.94802.1

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TheSiMBioSys: Theoretical and In Silico Modeling of Biological Systems

Description

Stochastic analysis of Ebola infection in small zoonotic niches.

This study shows that stochastic fluctuations can either eliminate or sustain filovirus infections in small bat colonies, influencing disease dynamics and control strategies. Stochastic effects in small fruit bat colonies reveal critical insights into how zoonotic viruses like Ebola persist or fade, depending on population size.

Mursel, S., Bocchini, P., & Buceta, J. (2024). Stochastic analysis of Ebola infection in small zoonotic niches. /Royal Society Open Science, 11/(11). https://doi.org/10.1098/rsos.240298

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I²SysBio researchers determine the factors that allow a human RNA virus to mutate and facilitate its contagion. This study conducted the first full analysis of how mutations impact all proteins of the RNA virus coxsackievirus B3, known to cause heart inflammation. They used deep mutational scanning to study over 40,000 mutations and found that different viral proteins tolerate mutations in very different ways. By identifying “pockets” in these proteins—some highly sensitive to mutations—they highlight promising targets for antiviral drugs. This work helps understand how the virus evolves and could aid in developing treatments that that reduce the probability of the virus developing resistance.

Álvarez-Rodríguez, B., Velandia-Álvarez, S., Toft, C., & Geller, R. (2024). Mapping mutational fitness effects across the coxsackievirus B3 proteome reveals distinct profiles of mutation tolerability. /PLOS Biology, 22/(7), e3002709. https://doi.org/10.1371/journal.pbio.3002709

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A multispecies study reveals the diversity and potential regulatory role of long noncoding RNAs in cucurbits.
In this study, the ncRNA-lab has generated the first comprehensive catalog of the different types of lncRNAs in the family Cucurbitaceae, describing prediction-confidence, molecular features, and conservation rate.
Plant long noncoding RNAs (lncRNAs) exhibit features such as tissue-specific expression, spatiotemporal regulation, and stress responsiveness. In this work has been analyzed more than 1000 available transcriptomic studies performed in nine representative species to generate a comprehensive inventory of lncRNAs in cucurbits.

Villalba-Bermell, P., Marquez-Molins, J., & Gomez, G. (2024). A multispecies study reveals the diversity and potential regulatory role of long noncoding RNAs in cucurbits. /The Plant Journal, 120/(2), 799–817. https://doi.org/10.1111/tpj.17013

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Repurposing the mammalian RNA-binding protein Musashi-1 as an allosteric translation repressor in bacteria.
This study demonstrates the use of the mammalian Musashi-1 (MSI-1) RNA-binding protein as a tool for regulating gene expression in Escherichia coli. MSI-1 functions as an allosteric translational repressor that responds to fatty acids. We repurposed this eukaryotic gene expression regulatory mechanism, introducing a new orthogonal regulatory layer in prokaryotes for translation control.

Dolcemascolo, R., Heras-Hernandez, M., Goiriz, L., et al. (2024). Repurposing the mammalian RNA-binding protein Musashi-1 as an allosteric translation repressor in bacteria. /eLife, 12/, RP91777. https://doi.org/10.7554/eLife.91777

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Genomic features of metal-resistant bacteria suitable for tannery effluent bioremediation. This study demonstrates the potential of genomically characterized bacterial consortia for effective bioremediation of tannery wastewater under real effluent conditions. While many bacterial strains are being isolated for bioremediation purposes worldwide, the lack of genomic analyses is still hampering the proper understanding of the pathways involved in bioremediation and slowing the discovery rate of novel bioremediation mechanisms. The seven Enterococcus faecium strains and two Bacillus licheniformis strains isolated in the present study possess unique genomic features, including novel gene content unrelated to previously known bioremediation pathways, as revealed by metabolic reconstruction and pan-genome analysis.

Lejri, R., Mekki, A., Ellafi, A., et al. (2024). Genomic features of metal-resistant bacteria suitable for tannery effluent bioremediation. /Journal of Water Process Engineering, 68/, 106406. https://doi.org/10.1016/j.jwpe.2024.106406

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A kinetic finite volume discretization of the multidimensional PIDE model for gene regulatory networks.
In this study, a finite volume discretization scheme for partial integro-differential equations (PIDEs) describing the temporal evolution of protein distribution in gene regulatory networks is proposed. It is shown that the obtained set of ODEs can be formally represented as a compartmental kinetic system with a strongly connected reaction graph. This allows the application of the theory of nonnegative and compartmental systems for the qualitative analysis of the approximating dynamics.

Vághy, M. A., Otero-Muras, I., Pájaro, M., & Szederkényi, G. (2024). A kinetic finite volume discretization of the multidimensional PIDE model for gene regulatory networks. /Bulletin of Mathematical Biology, 86/(2), 22. https://doi.org/10.1007/s11538-023-01251-3

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Activation of the yeast Retrograde Response pathway by adaptive laboratory evolution with S-(2-aminoethyl)-L-cysteine reduces ethanol and increases glycerol during winemaking.
Global warming causes an increase in the levels of sugars in grapes and hence in ethanol after wine fermentation. Therefore, alcohol reduction is a major target in modern oenology. In this study, it has been shown that hyperactivation of the Retrograde Response pathway by ALE with AEC is a valid approach for generating ready-to-use, low-ethanol mutants with a desirable phenotype in winemaking.

Garrigós, V., Picazo, C., Matallana, E., & Aranda, A. (2024). Activation of the yeast retrograde response pathway by adaptive laboratory evolution with S-(2-aminoethyl)-L-cysteine reduces ethanol and increases glycerol during winemaking. /Microbial Cell Factories, 23/(1), 231. https://doi.org/10.1186/s12934-024-02504-z

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Description

DetSpace: a web server for engineering detectable pathways for bio-based chemical production.
DetSpace web server provides a set of integrated tools that allows a user to select and design a biological circuit that performs the sensing of a molecule of interest by its enzymatic conversion to a detectable molecule through a transcription factor. In that way, the DetSpace web server allows synthetic biologists to easily design biosensing routes for the dynamic regulation of metabolic pathways in applications ranging from genetic circuits design, screening, production, and bioremediation of bio-based chemicals, to diagnostics and drug delivery.

Martín Lázaro, M., Marín Bautista, R., & Carbonell, P. (2024). DetSpace: A web server for engineering detectable pathways for bio-based chemical production. /Nucleic Acids Research/, W1–W5. https://doi.org/10.1093/nar/gkae287

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Gut Microbiota Is Not Essential for Survival and Development in Blattella germanica, but Affects Uric Acid Storage Cockroaches harbor two coexisting symbiotic systems: the obligate endosymbiont Blattabacterium cuenotii, and a complex gut microbiota. Using germ-free cockroaches this study showed that they can live, grow, and reproduce without the gut microbiota, although the females weigh a bit less and have lower energy reserves. This suggests those bacteria aren’t essential for survival, but they might help with digesting food and absorbing nutrients

Domínguez-Santos, R., Baixeras, J., Moya, A., et al. (2024). Gut microbiota is not essential for survival and development in /Blattella germanica/, but affects uric acid storage. /Life, 14/, 153.
https://doi.org/10.3390/life14010153

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Description

Genomic features of metal-resistant bacteria suitable for tannery effluent bioremediation. This study demonstrates the potential of genomically characterized bacterial consortia for effective bioremediation of tannery wastewater under real effluent conditions. While many bacterial strains are being isolated for bioremediation purposes worldwide, the lack of genomic analyses is still hampering the proper understanding of the pathways involved in bioremediation and slowing the discovery rate of novel bioremediation mechanisms. The seven Enterococcus faecium strains and two Bacillus licheniformis strains isolated in the present study possess unique genomic features, including novel gene content unrelated to previously known bioremediation pathways, as revealed by metabolic reconstruction and pan-genome analysis.

Vidal-Verdú, À., Torrent, D., Iglesias, A., et al. (2024). The highly differentiated gut of /Pachnoda marginata/ hosts sequential microbiomes: Microbial ecology and potential applications. /npj Biofilms and Microbiomes, 10/, 65. https://doi.org/10.1038/s41522-024-00531-7

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Description

Genomic features of metal-resistant bacteria suitable for tannery effluent bioremediation.
This study demonstrates the potential of genomically characterized bacterial consortia for effective bioremediation of tannery wastewater under real effluent conditions. While many bacterial strains are being isolated for bioremediation purposes worldwide, the lack of genomic analyses is still hampering the proper understanding of the pathways involved in bioremediation and slowing the discovery rate of novel bioremediation mechanisms. The seven Enterococcus faecium strains and two Bacillus licheniformis strains isolated in the present study possess unique genomic features, including novel gene content unrelated to previously known bioremediation pathways, as revealed by metabolic reconstruction and pan-genome analysis.

Vidal-Verdú, À., Torrent, D., Iglesias, A., et al. (2024). The highly differentiated gut of /Pachnoda marginata/ hosts sequential microbiomes: Microbial ecology and potential applications. /npj Biofilms and Microbiomes, 10/, 65. https://doi.org/10.1038/s41522-024-00531-7

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T7 phage-assisted evolution of riboswitches using error-prone replication and dual selection.
A novel T7 phage-based system rapidly evolves RNA riboswitches by directly integrating them into the phage genome. This method employs a dual-selection strategy, using a host gene essential to T7 to positively select for functional “ON” states and a anti-T7 gene to negatively select against leaky “OFF” states. The result is an accelerated evolution process that efficiently isolates highly specific riboswitches with a broad functional range.

Goicoechea Serrano, E., Blázquez-Bondia, C., & Jaramillo, A. (2024). T7 phage-assisted evolution of riboswitches using error-prone replication and dual selection. /Scientific Reports/. https://doi.org/10.1038/s41598-024-52049-9
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The circadian and photoperiodic clock of the pea aphid.
Pea aphids change how they reproduce based on day length. In long days, they produce only live-born females. When days get shorter, they switch to making males and eggs to survive winter. This process is likely controlled by a weak internal clock linked to hormones in the brain.

Colizzi, F. S., Martínez-Torres, D., & Helfrich-Förster, C. (2024). The circadian and photoperiodic clock of the pea aphid. /Journal of Comparative Physiology A, 210/. https://doi.org/10.1007/s00359-023-01660-8

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Story of an infection: scientists describe the relationship between a virus and its host organism during its development.
Researchers at the Institute of Integrative Systems Biology (CSIC-UV) have described, with the highest temporal resolution so far, how the model organism Caenorhabditis elegans responds to chronic infection by the Orsay virus from birth to sexual maturity. Using a multidisciplinary approach, they tracked the virus’s spread and host gene expression over time, identifying early, correlated, and late genetic responses. This detailed view reveals how the host controls infection without eliminating the virus, offering a successful defense model. Their findings, published in Science Advances, could guide the search for new antiviral targets with clinical potential.

Castiglioni, V. G., Olmo-Uceda, M. J., Villena-Giménez, A., et al. (2024). Story of an infection: Viral dynamics and host responses in the /Caenorhabditis elegans–Orsay virus/ pathosystem. /Science Advances/. https://doi.org/10.1126/sciadv.adn5945

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A study reveals that bacteria from the syphilis family were found in America at least a thousand years before Columbus arrived. This study, published in Nature, has found the oldest known genome of Treponema pallidum—the bacteria behind syphilis-like diseases—in 2,000-year-old human remains from Brazil. This discovery confirms that bejel, a treponemal infection, existed in South America long before Columbus, challenging the idea that syphilis came to Europe from the New World. Using advanced ancient DNA techniques, researchers showed that this ancient strain closely resembles modern bejel, suggesting little evolutionary change. The findings underscore the power of ancient genomics to reveal the origins and long-term evolution of infectious diseases.

Majander, K., Pla-Diaz, M., du Plessis, L., et al. (2024). Redefining the treponemal history through pre-Columbian genomes from Brazil. /Nature, 627/, 182–188.
https://doi.org/10.1038/s41586-023-06965-x

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Phylogenetic evidence supporting the nonenveloped nature of hepadnavirus ancestors. This study reports the discovery of a new virus found from bat feces that has genes for a core protein and reverse transcriptase, but lacks an envelope. It’s closely related to another virus found in ancient permafrost and may represent a very early branch in the evolution of hepadnaviruses and nackednaviruses, supporting the idea that their ancestors were nonenveloped.

Buigues, J., Viñals, A., Martínez-Recio, R., et al. (2024). Phylogenetic evidence supporting the nonenveloped nature of hepadnavirus ancestors. /Proceedings of the National Academy of Sciences, 121/(45). https://doi.org/10.1073/pnas.2415631121

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Description

I²SysBio researchers determine the factors that allow a human RNA virus to mutate and facilitate its contagion. This study conducted the first full analysis of how mutations impact all proteins of the RNA virus coxsackievirus B3, known to cause heart inflammation. They used deep mutational scanning to study over 40,000 mutations and found that different viral proteins tolerate mutations in very different ways. By identifying “pockets” in these proteins—some highly sensitive to mutations—they highlight promising targets for antiviral drugs. This work helps understand how the virus evolves and could aid in developing treatments that that reduce the probability of the virus developing resistance.

Álvarez-Rodríguez, B., Velandia-Álvarez, S., Toft, C., & Geller, R. (2024). Mapping mutational fitness effects across the coxsackievirus B3 proteome reveals distinct profiles of mutation tolerability. /PLOS Biology, 22/(7), e3002709. https://doi.org/10.1371/journal.pbio.3002709

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The University and the CSIC obtain the first clinical results of viruses that destroy multi-resistant bacteria.
This research, in collaboration with Yale and Spanish hospitals, studied the use of phages—viruses that attack bacteria—to treat respiratory infections, especially in cystic fibrosis patients with antibiotic-resistant bacteria. Two patients received phage therapy without side effects, though both developed antibodies against the phages. The study, published in Med, is the first to report immune responses after nebulized phage treatments, suggesting the need for personalized approaches and long-term monitoring. These promising findings support further clinical trials and advance the future of phage therapy.

Bernabeu-Gimeno, M., Pardo-Freire, M., Chan, B. K., et al. (2024). Neutralizing antibodies after nebulized phage therapy in cystic fibrosis patients. /Med, 5/, 1096.
https://doi.org/10.1016/j.medj.2024.05.017

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VIPERA, a software that evaluates how SARS-CoV-2 evolves throughout the infection.
A research team from I2SysBio and other Spanish institutions has developed VIPERA, an open-source software tool that tracks how SARS-CoV-2 evolves within chronically infected patients. Chronic cases can last for months and may give rise to more dangerous variants. VIPERA analyzes genetic changes across samples over time and produces automated, easy-to-read reports. In applying the tool to a real case, researchers uncovered key mutation patterns, including those linked to immune evasion and increased transmissibility—highlighting the software’s value in monitoring and understanding viral evolution.

Álvarez-Herrera, M., Sevilla, J., Ruiz-Rodriguez, P., et al. (2024). VIPERA: Viral intra-patient evolution reporting and analysis. /Virus Evolution, 10/(1). https://doi.org/10.1093/ve/veae018

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The period in Numbers

Staff 2024

PhD students
0

Women

Men

17

26

Researchers
0

Women

Men

27

42

Administrative
0

Women

Men

8

2

Technical support
0

Women

Men

21

14

Total Members
0

Women

Men

73

84

Training 2024

Commitment to Advanced Research Training at I²SysBio

Aligned with its institutional mission, I²SysBio remains dedicated to training researchers in a multidisciplinary environment with strong scientific and professional outlooks. In 2024, eight doctoral theses were successfully defended, and over one hundred students—including undergraduate, graduate, and participants in mobility programs such as Erasmus+—received training at the Institute.

This year also marked the launch of the PhD Excellence Program, enrolling 14 doctoral candidates (photo). The program is designed to complement PhD training with advanced courses and resources that foster excellence in research and academic development.

PhD Theses
0
Master Theses
0
Undergraduate Theses
0
Erasmus & others
0
Total students
0

Funds Raised

In 2024, I²SysBio obtained funding through competitive public and private grants at the regional, national, European, and international levels. The project budget for the year is presented below. Moreover, I²SysBio formalized additional funding through direct agreements and contractual collaborations with industry partners, which are likewise reflected in the financial overview.
COMPETITIVE FUNDS
6000000
REGIONAL
1550000
NATIONAL
3000000
EUROPEAN & INTERNATIONAL
1500000
PRIVATE CONTRACTS
600000
TOTAL Budget
7000000

Outreach and Scientific Culture

I²SysBio in the Media

In 2024, I²SysBio published 34 news on its institutional website, including 24 official press releases. These communications generated 349 mentions across mainstream media outlets, reflecting the Institute’s increasing visibility and commitment to public science communication.

Press Highlights

on I²SysBio web
0 News
Relaseases
0 Press
in Mainstream Media
0 Mentions

Scientific life at I²SysBio

In 2024, I²SysBio hosted 44 scientific seminars, including four focused on innovation, alongside four institutional events.

Researchers from I²SysBio actively contributed to the organization of conferences, colloquia, and debates, such as Darwin Day , the Matinal d’Evolució, and Biophyzza 2024.

Notably, the Institute promoted cross-cutting initiatives that reinforce its commitment to research integrity and science outreach. These included a workshop on scientific ethics—“Are We Losing the Battle Against the Growing Use of AI? Is There Gender Bias?”—as well as the event La Ciència a Través de l’art”.

Seminars
0 Scientific
Seminars
Innovation
I²SysBio
Events

Science Education

In 2024, I²SysBio actively participated in several science dissemination initiatives, including Mednight (The Mediterranean Researchers’ Night), Expociencia, and the Amgen Transferciencia Program.

Science Education

In addition, the Institute conducted outreach workshops at more than 40 secondary schools and educational centers, engaging over 1,000 students and reinforcing its commitment to science education and societal impact.
Schools & Institutes Visited
> 0
Students
> 900

Parc Científic de la Universitat de València, C/ Catedrático Agustín Escardino 9, 46980 Paterna (Valencia), España.