1
|
Yakovenko I, Mihai IS, Selinger M, Rosenbaum W, Dernstedt A, Gröning R, Trygg J, Carroll L, Forsell M, Henriksson J. Telomemore enables single-cell analysis of cell cycle and chromatin condensation. Nucleic Acids Res 2025; 53:gkaf031. [PMID: 39878215 PMCID: PMC11775621 DOI: 10.1093/nar/gkaf031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 12/15/2024] [Accepted: 01/15/2025] [Indexed: 01/31/2025] Open
Abstract
Single-cell RNA-seq methods can be used to delineate cell types and states at unprecedented resolution but do little to explain why certain genes are expressed. Single-cell ATAC-seq and multiome (ATAC + RNA) have emerged to give a complementary view of the cell state. It is however unclear what additional information can be extracted from ATAC-seq data besides transcription factor binding sites. Here, we show that ATAC-seq telomere-like reads counter-inituively cannot be used to infer telomere length, as they mostly originate from the subtelomere, but can be used as a biomarker for chromatin condensation. Using long-read sequencing, we further show that modern hyperactive Tn5 does not duplicate 9 bp of its target sequence, contrary to common belief. We provide a new tool, Telomemore, which can quantify nonaligning subtelomeric reads. By analyzing several public datasets and generating new multiome fibroblast and B-cell atlases, we show how this new readout can aid single-cell data interpretation. We show how drivers of condensation processes can be inferred, and how it complements common RNA-seq-based cell cycle inference, which fails for monocytes. Telomemore-based analysis of the condensation state is thus a valuable complement to the single-cell analysis toolbox.
Collapse
Affiliation(s)
- Iryna Yakovenko
- Laboratory for Molecular Infection Medicine Sweden (MIMS), Umeå University, Biomedicinbyggnaden 6K och 6L, Umeå universitetssjukhus, 901 87, Umeå, Sweden
- Umeå Centre for Microbial Research (UCMR), Universitetstorget 4, 901 87, Umeå, Sweden
- Department of Molecular Biology, Umeå University, Biomedicinbyggnaden 6K och 6L, Umeå universitetssjukhus, 901 87, Umeå, Sweden
| | - Ionut Sebastian Mihai
- Laboratory for Molecular Infection Medicine Sweden (MIMS), Umeå University, Biomedicinbyggnaden 6K och 6L, Umeå universitetssjukhus, 901 87, Umeå, Sweden
- Umeå Centre for Microbial Research (UCMR), Universitetstorget 4, 901 87, Umeå, Sweden
- Department of Molecular Biology, Umeå University, Biomedicinbyggnaden 6K och 6L, Umeå universitetssjukhus, 901 87, Umeå, Sweden
- Industrial Doctoral School, Umeå University, Umeå, Sweden
| | - Martin Selinger
- Laboratory for Molecular Infection Medicine Sweden (MIMS), Umeå University, Biomedicinbyggnaden 6K och 6L, Umeå universitetssjukhus, 901 87, Umeå, Sweden
- Umeå Centre for Microbial Research (UCMR), Universitetstorget 4, 901 87, Umeå, Sweden
- Department of Molecular Biology, Umeå University, Biomedicinbyggnaden 6K och 6L, Umeå universitetssjukhus, 901 87, Umeå, Sweden
- Department of Chemistry, Faculty of Science, University of South Bohemia, Ceske Budejovice 37005, Czech Republic
| | - William Rosenbaum
- Department of Molecular Biology, Umeå University, Biomedicinbyggnaden 6K och 6L, Umeå universitetssjukhus, 901 87, Umeå, Sweden
| | - Andy Dernstedt
- Department of Clinical Microbiology, Umeå University, Biomedicinbyggnaden 6M, Umeå universitetssjukhus, 901 87, Umeå, Sweden
| | - Remigius Gröning
- Department of Clinical Microbiology, Umeå University, Biomedicinbyggnaden 6M, Umeå universitetssjukhus, 901 87, Umeå, Sweden
| | - Johan Trygg
- Department of Chemistry, Umeå University, Linnaeus väg 10, Umeå universitet, 901 87, Umeå, Sweden
- Sartorius Corporate Research, Östra Strandgatan 24, 903 33, Umeå, Sweden
| | - Laura Carroll
- Laboratory for Molecular Infection Medicine Sweden (MIMS), Umeå University, Biomedicinbyggnaden 6K och 6L, Umeå universitetssjukhus, 901 87, Umeå, Sweden
- Umeå Centre for Microbial Research (UCMR), Universitetstorget 4, 901 87, Umeå, Sweden
- Department of Clinical Microbiology, Umeå University, Biomedicinbyggnaden 6M, Umeå universitetssjukhus, 901 87, Umeå, Sweden
- Integrated Science Lab (IceLab), Umeå University, Naturvetarhuset, Universitetsvägen, 901 87, Umeå, Sweden
| | - Mattias Forsell
- Department of Clinical Microbiology, Umeå University, Biomedicinbyggnaden 6M, Umeå universitetssjukhus, 901 87, Umeå, Sweden
| | - Johan Henriksson
- Laboratory for Molecular Infection Medicine Sweden (MIMS), Umeå University, Biomedicinbyggnaden 6K och 6L, Umeå universitetssjukhus, 901 87, Umeå, Sweden
- Umeå Centre for Microbial Research (UCMR), Universitetstorget 4, 901 87, Umeå, Sweden
- Department of Molecular Biology, Umeå University, Biomedicinbyggnaden 6K och 6L, Umeå universitetssjukhus, 901 87, Umeå, Sweden
- Integrated Science Lab (IceLab), Umeå University, Naturvetarhuset, Universitetsvägen, 901 87, Umeå, Sweden
| |
Collapse
|
2
|
Rivas-Gastélum MF, Galindo-Castillo PA, Esparza-Sánchez J, Jiménez-Pérez MI, Perfecto-Avalos Y, Garcia-Amezquita LE, Navarro-López DE, López-Mena ER, Sánchez-Arreola E, Tamayo-Martínez JP, Mendoza-Figueroa HL, Crosby-Galván MM, Crosby-Galván EM, Mejía-Méndez JL, Sánchez-López AL. Lyophilized and Oven-Dried Manilkara zapota Extracts: Characterization and In Vitro, In Vivo, and In Silico Analyses. PLANTS (BASEL, SWITZERLAND) 2025; 14:216. [PMID: 39861568 PMCID: PMC11768716 DOI: 10.3390/plants14020216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Revised: 01/09/2025] [Accepted: 01/09/2025] [Indexed: 01/27/2025]
Abstract
In this work, extracts from the pulp, peel, and seed of Manilkara zapota were obtained via lyophilization and oven drying. Bromatological analyses were performed to investigate variabilities in the nutritional content of fruits after nine post-harvest days. The phytochemical content of fruits was assessed by gas chromatography flame ionization detector (GC-FID), and their biological performance was studied using in vitro antibacterial and antioxidant assays (DPPH and ABTS) and in vivo toxicity models. Molecular docking was implemented to evaluate the interaction between polar compounds from chicozapote fruits with receptors involved in the pathogenesis of bacterial strains. Results revealed that water or soluble solids content did not vary after post-harvest. It was demonstrated that lyophilization or oven-drying approaches influenced the insoluble, total dietary fiber and digestible carbohydrates among samples. According to GC-FID analysis, it was observed that lyophilization and oven-drying methods also altered the content of myristic and pentadecanoic acids among the obtained extracts. It was noted that the antibacterial and antioxidant activities of extracts were weak due to their MIC (>1000 μg/mL) and IC50 (>2000 μg/mL) values. Still, the toxicity of extracts was poor against Artemia salina nauplii. In silico evaluation unveiled that polar compounds in M. zapota fruits possess a high binding affinity towards the DNA gyrase B of the cultured strains. This study expands the scientific evidence regarding the influence of distinct extraction methods on the nutritional and nutraceutical content of native fruits and the importance of considering additional approaches to enhance their bioactivities.
Collapse
Affiliation(s)
- María Fernanda Rivas-Gastélum
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Av. Gral. Ramón Corona No 2514, Colonia Nuevo México, Zapopan 45121, Mexico; (M.F.R.-G.); (P.A.G.-C.); (J.E.-S.); (M.I.J.-P.); (Y.P.-A.); (L.E.G.-A.); (D.E.N.-L.); (E.R.L.-M.)
| | - Patricia Ariadna Galindo-Castillo
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Av. Gral. Ramón Corona No 2514, Colonia Nuevo México, Zapopan 45121, Mexico; (M.F.R.-G.); (P.A.G.-C.); (J.E.-S.); (M.I.J.-P.); (Y.P.-A.); (L.E.G.-A.); (D.E.N.-L.); (E.R.L.-M.)
| | - Juan Esparza-Sánchez
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Av. Gral. Ramón Corona No 2514, Colonia Nuevo México, Zapopan 45121, Mexico; (M.F.R.-G.); (P.A.G.-C.); (J.E.-S.); (M.I.J.-P.); (Y.P.-A.); (L.E.G.-A.); (D.E.N.-L.); (E.R.L.-M.)
| | - Miriam Irene Jiménez-Pérez
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Av. Gral. Ramón Corona No 2514, Colonia Nuevo México, Zapopan 45121, Mexico; (M.F.R.-G.); (P.A.G.-C.); (J.E.-S.); (M.I.J.-P.); (Y.P.-A.); (L.E.G.-A.); (D.E.N.-L.); (E.R.L.-M.)
| | - Yocanxóchitl Perfecto-Avalos
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Av. Gral. Ramón Corona No 2514, Colonia Nuevo México, Zapopan 45121, Mexico; (M.F.R.-G.); (P.A.G.-C.); (J.E.-S.); (M.I.J.-P.); (Y.P.-A.); (L.E.G.-A.); (D.E.N.-L.); (E.R.L.-M.)
| | - Luis Eduardo Garcia-Amezquita
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Av. Gral. Ramón Corona No 2514, Colonia Nuevo México, Zapopan 45121, Mexico; (M.F.R.-G.); (P.A.G.-C.); (J.E.-S.); (M.I.J.-P.); (Y.P.-A.); (L.E.G.-A.); (D.E.N.-L.); (E.R.L.-M.)
| | - Diego E. Navarro-López
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Av. Gral. Ramón Corona No 2514, Colonia Nuevo México, Zapopan 45121, Mexico; (M.F.R.-G.); (P.A.G.-C.); (J.E.-S.); (M.I.J.-P.); (Y.P.-A.); (L.E.G.-A.); (D.E.N.-L.); (E.R.L.-M.)
| | - Edgar R. López-Mena
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Av. Gral. Ramón Corona No 2514, Colonia Nuevo México, Zapopan 45121, Mexico; (M.F.R.-G.); (P.A.G.-C.); (J.E.-S.); (M.I.J.-P.); (Y.P.-A.); (L.E.G.-A.); (D.E.N.-L.); (E.R.L.-M.)
| | - Eugenio Sánchez-Arreola
- Departamento de Ciencias Químico Biológicas, Universidad de las Américas Puebla, Santa Catarina Mártir s/n, San Andrés Cholula 72810, Mexico;
| | - Juan Pablo Tamayo-Martínez
- Laboratorio de Diseño y Desarrollo de Nuevos Fármacos e Innovación Biotecnológica, Escuela Superior de Medicina, Instituto Politécnico Nacional, Plan de San Luis y Díaz Mirón s/n, Casco de Santo Tomás, Ciudad de México 11340, Mexico; (J.P.T.-M.).; (H.L.M.-F.)
| | - Humberto L. Mendoza-Figueroa
- Laboratorio de Diseño y Desarrollo de Nuevos Fármacos e Innovación Biotecnológica, Escuela Superior de Medicina, Instituto Politécnico Nacional, Plan de San Luis y Díaz Mirón s/n, Casco de Santo Tomás, Ciudad de México 11340, Mexico; (J.P.T.-M.).; (H.L.M.-F.)
| | - María Magdalena Crosby-Galván
- Programa de Ganadería, Colegio de Postgraduados, Campus Montecillo, Carretera México-Texcoco km 36.5, Texcoco 56264, Mexico; (M.M.C.-G.); (E.M.C.-G.)
| | - Elsa Margarita Crosby-Galván
- Programa de Ganadería, Colegio de Postgraduados, Campus Montecillo, Carretera México-Texcoco km 36.5, Texcoco 56264, Mexico; (M.M.C.-G.); (E.M.C.-G.)
| | - Jorge L. Mejía-Méndez
- Programa de Edafología, Colegio de Postgraduados, Campus Montecillo, Carr. México Texcoco km 36.4, Montecillo 56264, Mexico
| | - Angélica Lizeth Sánchez-López
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Av. Gral. Ramón Corona No 2514, Colonia Nuevo México, Zapopan 45121, Mexico; (M.F.R.-G.); (P.A.G.-C.); (J.E.-S.); (M.I.J.-P.); (Y.P.-A.); (L.E.G.-A.); (D.E.N.-L.); (E.R.L.-M.)
| |
Collapse
|
3
|
Lopez-Chiloeches M, Frisan T. Combined In Situ Transcriptomic and Immunofluorescence to Assess the Effects on DNA Damage and Innate Immune Responses Induced by Bacterial Genotoxin in In Vivo Models. Methods Mol Biol 2025; 2906:149-175. [PMID: 40082355 DOI: 10.1007/978-1-0716-4426-3_9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2025]
Abstract
Understanding complex pathophysiological processes involves studying intercellular responses and phenotypes within the organ microenvironment, preserving the spatial tissue architecture. This chapter explores a practical and cost-effective method for combining techniques such as in situ immunostaining and transcriptomics analysis. These protocols are adaptable to various mRNA targets, antibodies, tissue types, and tissue fixation appealing to a wide scientific community. We demonstrate their application in studying the host response to infection with a Salmonella enterica strain producing a toxin that induces DNA breaks. Specifically, we assessed the: (i) innate immune response to DNA breaks; (ii) co-detection of Salmonella mRNA fljB with the DNA damage marker γH2AX; (iii) co-detection of mRNAs for the cell cycle arrest marker p16INK4A and the proinflammatory and anti-inflammatory cytokines, Il6 and Il10, respectively. Considering that DNA damage is one of the leading causes of oncogene- and stress-induced-senescence, these protocols can be suitable to assess the cytokine profile associated with cellular phenotype and types of DNA damage of senescent cells in situ.
Collapse
Affiliation(s)
- Maria Lopez-Chiloeches
- Department of Molecular Biology and Umeå Centre for Microbial Research (UCMR), Umeå University, Umeå, Sweden
| | - Teresa Frisan
- Department of Molecular Biology and Umeå Centre for Microbial Research (UCMR), Umeå University, Umeå, Sweden.
| |
Collapse
|
5
|
Amarillas L, Padilla-Lafarga F, León Chan RG, Padilla J, Lugo-Melchor Y, López Avendaño JE, Lightbourn-Rojas L, Estrada-Acosta M. Isolation and Characterization of a Bacteriophage with Potential for the Control of Multidrug-Resistant Salmonella Strains Encoding Virulence Factors Associated with the Promotion of Precancerous Lesions. Viruses 2024; 16:1711. [PMID: 39599826 PMCID: PMC11598880 DOI: 10.3390/v16111711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 10/10/2024] [Accepted: 10/20/2024] [Indexed: 11/29/2024] Open
Abstract
BACKGROUND Antimicrobial-resistant bacteria represent a serious threat to public health. Among these bacteria, Salmonella is of high priority because of its morbidity levels and its ability to induce different types of cancer. AIM This study aimed to identify Salmonella strains encoding genes linked to the promotion of precancerous lesions and to isolate a bacteriophage to evaluate its preclinical potential against these bacteria. METHODOLOGY An epidemiological approach based on wastewater analysis was employed to isolate Salmonella strains and detect genes associated with the induction of precancerous lesions. Antimicrobial susceptibility was assessed by the disk diffusion method. A bacteriophage was isolated via the double agar technique, and its morphological characteristics, stability, host range, replication dynamics, and ability to control Salmonella under different conditions were evaluated. The bacteriophage genome was sequenced and analyzed using bioinformatics tools. RESULTS Thirty-seven Salmonella strains were isolated, seventeen of which contained the five genes associated with precancerous lesions' induction. These strains exhibited resistance to multiple antimicrobials, including fluoroquinolones. A bacteriophage from the Autographiviridae family with lytic activity against 21 bacterial strains was isolated. This phage exhibited a 20 min replication cycle, releasing 52 ± 3 virions per infected cell. It demonstrated stability and efficacy in reducing the Salmonella concentration in simulated gastrointestinal conditions, and its genome lacked genes that represent a biosafety risk. CONCLUSION This bacteriophage shows promising preclinical potential as a biotherapeutic agent against Salmonella.
Collapse
Affiliation(s)
- Luis Amarillas
- Instituto de Investigación Lightbourn, Jimenez 33981, Mexico; (L.A.); (R.G.L.C.)
- Facultad de Agronomía de la Universidad Autónoma de Sinaloa, Culiacán 80000, Mexico
| | | | | | - Jorge Padilla
- Facultad de Agronomía de la Universidad Autónoma de Sinaloa, Culiacán 80000, Mexico
| | - Yadira Lugo-Melchor
- Centro de Investigación y Asistencia en Tecnología y Diseño del Estado de Jalisco, Guadalajara 44270, Mexico
| | | | | | - Mitzi Estrada-Acosta
- Facultad de Agronomía de la Universidad Autónoma de Sinaloa, Culiacán 80000, Mexico
| |
Collapse
|
6
|
Igea A, Martin OCB, Cooks T, Pateras IS. Editorial: Infectious disease agents and cancer. Front Cell Dev Biol 2024; 12:1388423. [PMID: 38533087 PMCID: PMC10964319 DOI: 10.3389/fcell.2024.1388423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 02/21/2024] [Indexed: 03/28/2024] Open
Affiliation(s)
- Ana Igea
- Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), Santiago de Compostela, Spain
- Mobile Genomes, Centre for Research in Molecular Medicine, and Chronic Diseases (CiMUS), University of Santiago de Compostela (USC), Santiago de Compostela, Spain
| | - Océane C. B. Martin
- Biological and Medical Sciences Department, University Bordeaux, Centre National de la Recherche Scientifique (CNRS), Institut de Biochimie et Génétique Cellulaires (IBGC), Unité Mixte de Recherche (UMR) 5095, Bordeaux, France
| | - Tomer Cooks
- The Shraga Segal Department of Microbiology, Immunology and Genetics, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Ioannis S. Pateras
- Second Department of Pathology, “Attikon” University Hospital, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| |
Collapse
|