1
|
Flores del Pino L, Carrasco Apaza NM, Caro Sánchez Benites V, Téllez Monzón LA, Visitación Bustamante KK, Arana-Maestre J, Suárez Ramos D, Wetzell Canales-Springett A, Dioses Morales JJ, Jaco Rivera E, Uriarte Ortiz A, Jorge-Montalvo P, Visitación-Figueroa L. The predictive model of hydrobiological diversity in the Asana-Tumilaca basin, Peru based on water physicochemical parameters and sediment metal content. Heliyon 2024; 10:e27916. [PMID: 38524626 PMCID: PMC10958436 DOI: 10.1016/j.heliyon.2024.e27916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 02/26/2024] [Accepted: 03/08/2024] [Indexed: 03/26/2024] Open
Abstract
The hydrobiological diversity in the basin depends on biotic and abiotic factors. A predictive model of hydrobiological diversity for periphyton and macrobenthos was developed through multiple linear regression analysis (MLRA) based on the physicochemical parameters of water (PPW) and metal content in sediments (MCS) from eight monitoring stations in the Asana-Tumilaca Basin during the dry and wet seasons. The electrical conductivity presented values between 47.9 and 3617 μS/cm, showing the highest value in the Capillune River due to the influence of geothermal waters. According to Piper's diagram, the water in the basin had a composition of calcium sulfate and calcium bicarbonate-sulfate. According to the Wilcox diagram, the water was found to be between good and very good quality, except for in the Capillune River. The Shannon-Wiener diversity indices (H') were 2.62 and 2.88 for periphyton, and 2.10 and 2.44 for macrobenthos, indicating moderate diversity; for the Pielou's evenness index (J'), they were 0.68 and 0.70 for periphyton, and 0.68 and 0.59 for macrobenthos, indicating similar equity, in the dry and wet seasons, respectively, for both indices. In the model there were three cases, where the first two cases only worked with PPW or MCS, and case 3 worked with PPW and MCS. For case 3, the predicted values for H' and J' of periphyton and macrobenthos concerning those observed presented correlation coefficients of 0.7437 and 0.6523 for periphyton and 0.9321 and 0.8570 for macrobenthos, respectively, which were better than those of cases 1 and 2. In addition, principal component analysis revealed that the As, Pb, and Zn contents in the sediments negatively influenced the diversity, uniformity, and richness of the macrobenthos. In contrast, Cu and Cr had positive impacts because of the adaptation processes.
Collapse
Affiliation(s)
- Lisveth Flores del Pino
- Center for Research in Chemistry, Toxicology, and Environmental Biotechnology, Department of Chemistry, Faculty of Science, Universidad Nacional Agraria La Molina, 15024, Lima, Peru
| | - Nancy Marisol Carrasco Apaza
- Center for Research in Chemistry, Toxicology, and Environmental Biotechnology, Department of Chemistry, Faculty of Science, Universidad Nacional Agraria La Molina, 15024, Lima, Peru
| | - Víctor Caro Sánchez Benites
- Center for Research in Chemistry, Toxicology, and Environmental Biotechnology, Department of Chemistry, Faculty of Science, Universidad Nacional Agraria La Molina, 15024, Lima, Peru
| | - Lena Asunción Téllez Monzón
- Center for Research in Chemistry, Toxicology, and Environmental Biotechnology, Department of Chemistry, Faculty of Science, Universidad Nacional Agraria La Molina, 15024, Lima, Peru
| | - Kimberly Karime Visitación Bustamante
- Center for Research in Chemistry, Toxicology, and Environmental Biotechnology, Department of Chemistry, Faculty of Science, Universidad Nacional Agraria La Molina, 15024, Lima, Peru
| | - Jerry Arana-Maestre
- Museum of Natural History, Department of Limnology, Universidad Nacional Mayor de San Marcos, 15072, Lima, Peru
| | - Diego Suárez Ramos
- Center for Research in Chemistry, Toxicology, and Environmental Biotechnology, Department of Chemistry, Faculty of Science, Universidad Nacional Agraria La Molina, 15024, Lima, Peru
| | - Ayling Wetzell Canales-Springett
- Center for Research in Chemistry, Toxicology, and Environmental Biotechnology, Department of Chemistry, Faculty of Science, Universidad Nacional Agraria La Molina, 15024, Lima, Peru
| | - Jacqueline Jannet Dioses Morales
- Center for Research in Chemistry, Toxicology, and Environmental Biotechnology, Department of Chemistry, Faculty of Science, Universidad Nacional Agraria La Molina, 15024, Lima, Peru
| | | | - Alex Uriarte Ortiz
- Organismo de Evaluación y Fiscalización Ambiental (OEFA), Ministerio Del Ambiente, 15076, Lima, Peru
| | - Paola Jorge-Montalvo
- Center for Research in Chemistry, Toxicology, and Environmental Biotechnology, Department of Chemistry, Faculty of Science, Universidad Nacional Agraria La Molina, 15024, Lima, Peru
| | - Lizardo Visitación-Figueroa
- Center for Research in Chemistry, Toxicology, and Environmental Biotechnology, Department of Chemistry, Faculty of Science, Universidad Nacional Agraria La Molina, 15024, Lima, Peru
| |
Collapse
|
2
|
Bustos IG, Martín-Loeches I, Acosta-González A, Chotirmall SH, Dickson RP, Reyes LF. Exploring the complex relationship between the lung microbiome and ventilator-associated pneumonia. Expert Rev Respir Med 2023; 17:889-901. [PMID: 37872770 DOI: 10.1080/17476348.2023.2273424] [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] [Received: 06/14/2023] [Accepted: 10/17/2023] [Indexed: 10/25/2023]
Abstract
INTRODUCTION Understanding the presence and function of a diverse lung microbiome in acute lung infections, particularly ventilator-associated pneumonia (VAP), is still limited, evidencing significant gaps in our knowledge. AREAS COVERED In this comprehensive narrative review, we aim to elucidate the contribution of the respiratory microbiome in the development of VAP by examining the current knowledge on the interactions among microorganisms. By exploring these intricate connections, we endeavor to enhance our understanding of the disease's pathophysiology and pave the way for novel ideas and interventions in studying the respiratory tract microbiome. EXPERT OPINION The conventional perception of lungs as sterile is deprecated since it is currently recognized the existence of a diverse microbial community within them. However, despite extensive research on the role of the respiratory microbiome in healthy lungs, respiratory chronic diseases and acute lung infections such as pneumonia are not fully understood. It is crucial to investigate further the relationship between the pathophysiology of VAP and the pulmonary microbiome, elucidating the mechanisms underlying the interactions between the microbiome, host immune response and mechanical ventilation for the development of VAP.
Collapse
Affiliation(s)
- Ingrid G Bustos
- Unisabana Center for Translational Science, School of Medicine, Universidad de La Sabana, Chia, Colombia
- Doctorado de Biociencias, Department of Engineering, Universidad de la Sabana, Chia, Colombia
| | - Ignacio Martín-Loeches
- Multidisciplinary Intensive Care Research Organization (MICRO), St James's Hospital, Dublin, Ireland
| | - Alejandro Acosta-González
- Unisabana Center for Translational Science, School of Medicine, Universidad de La Sabana, Chia, Colombia
- Bioprospection Research Group (GIBP), Department of Engineering, Universidad de La Sabana, Chia, Colombia
| | - Sanjay H Chotirmall
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Department of Respiratory and Critical Care Medicine, Tan Tock Seng Hospital, Singapore, Singapore
| | - Robert P Dickson
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Health System, Ann Arbor, MI, USA
- Department of Microbiology and Immunology, University of Michigan Medical School, Ann Arbor, MI, USA
- Weil Institute for Critical Care Research & Innovation, Ann Arbor, MI, USA
| | - Luis Felipe Reyes
- Unisabana Center for Translational Science, School of Medicine, Universidad de La Sabana, Chia, Colombia
- Critical Care Department, Clinica Universidad de La Sabana, Chia, Colombia
- Pandemic Sciences Institute, University of Oxford, Oxford, UK
| |
Collapse
|