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1.
Pathologica ; 116(2): 134-139, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38767545

RESUMEN

Primary angiitis of the central nervous system (CNS) is an uncommon inflammatory disorder, with highly variable clinical presentation. It needs to be differentiated from several mimickers, such as CNS involvement in systemic vasculitides, connective tissue disorders, infectious disease, and leukodystrophy as well as neoplastic diseases. The diagnosis requires a combination of clinical and laboratory investigations, multimodal imaging, and histopathological examination, which should be available for confirmation. In the present paper, the histopathological features of primary angiitis of the CNS are described and highlighted to help pathologists avoid misdiagnosis of a treatable acquired disease.


Asunto(s)
Vasculitis del Sistema Nervioso Central , Humanos , Vasculitis del Sistema Nervioso Central/diagnóstico , Vasculitis del Sistema Nervioso Central/patología , Diagnóstico Diferencial , Sistema Nervioso Central/patología , Sistema Nervioso Central/diagnóstico por imagen
2.
Biomedicines ; 12(2)2024 Feb 19.
Artículo en Inglés | MEDLINE | ID: mdl-38398061

RESUMEN

Primary Angiitis of the Central Nervous System (PACNS) is a rare cerebrovascular disease involving the arteries of the leptomeninges, brain and spinal cord. Its diagnosis can be challenging, and the current diagnostic criteria show several limitations. Among the clinical and neuroimaging manifestations of PACNS, intracranial bleeding, particularly intracerebral hemorrhage (ICH), is poorly described in the available literature, and it is considered infrequent. This review aims to summarize the available data addressing this issue with a dedicated focus on the clinical, neuroradiological and neuropathological perspectives. Moreover, the limitations of the actual data and the unanswered questions about hemorrhagic PACNS are addressed from a double point of view (PACNS subtyping and ICH etiology). Fewer than 20% of patients diagnosed as PACNS had an ICH during the course of the disease, and in cases where ICH was reported, it usually did not occur at presentation. As trigger factors, both sympathomimetic drugs and illicit drugs have been proposed, under the hypothesis of an inflammatory response due to vasoconstriction in the distal cerebral arteries. Most neuroradiological descriptions documented a lobar location, and both the large-vessel PACNS (LV-PACNS) and small-vessel PACNS (SV-PACNS) subtypes might be the underlying associated phenotypes. Surprisingly, amyloid beta deposition was not associated with ICH when histopathology was available. Moreover, PACNS is not explicitly included in the etiological classification of spontaneous ICH. This issue has received little attention in the past, and it could be addressed in future prospective studies.

3.
Protist ; 174(4): 125965, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37327684

RESUMEN

Oceanic phytoplankton serve as a base for the food webs within the largest planetary ecosystem. Despite this, surprisingly little is known about species composition, function and ecology of phytoplankton communities, especially for vast areas of the open ocean. In this study we focus on the marine phytoplankton microflora from the vicinity of the Marquesas Islands in the Southern Pacific Ocean collected during the Tara Oceans expedition. Multiple samples from four sites and two depths were studied in detail using light microscopy, scanning electron microscopy, and automated confocal laser scanning microscopy. In total 289 taxa were identified, with Dinophyceae and Bacillariophyceae contributing 60% and 32% of taxa, respectively, to phytoplankton community composition. Notwithstanding, a large number of cells could not be assigned to any known species. Coccolithophores and other flagellates together contributed less than 8% to the species list. Observed cell densities were generally low, but at sites of high autotrophic biomass, diatoms reached the highest cell densities (1.26 × 104 cells L-1). Overall, 18S rRNA metabarcode-based community compositions matched microscopy-based estimates, particularly for the main diatom taxa, indicating consistency and complementarity between different methods, while the wide range of microscopy-based methods permitted several unknown and poorly studied taxa to be revealed and identified.


Asunto(s)
Diatomeas , Dinoflagelados , Fitoplancton/genética , Ecosistema , Islas , Océanos y Mares , Diatomeas/genética , Microscopía Electrónica de Rastreo
4.
Minerva Cardiol Angiol ; 70(6): 765-777, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-36519647

RESUMEN

BACKGROUND: The aim of this study was to evaluate the feasibility, safety and efficacy of transradial/brachial (TR/TB) carotid artery stenting (CAS) with proximal cerebral protection (PCP) as a first line of treatment of carotid artery stenosis. METHODS: Among 556 patients with significant (>50% if symptomatic or >70% if asymptomatic by Doppler US) unilateral, lipid-rich carotid artery stenosis undergoing TR/TB CAS, 137 (24.5%) deemed at high-risk for periprocedural cerebral embolization were scheduled for PCP with Mo.MA Ultra or Mo.MA mono-balloon. In patients with very complex anatomy the standard technique was modified loading the Mo.MA catheter without mandrel on two-wire system (so called 'No MAndrel 2 wire' technique, No.MA2) to increase support and deliverability. Device, technical and procedural successes both acute and at follow-up were the main outcomes. RESULTS: Mean patients' age was 74±7 years (93% male), 15% were symptomatic and 59.6% owned 'high-surgical-risk' features. Stenosis degree was 85±7% with soft composition in all (by CT-angiography). TR and TB approach were selected in 92 (67%) and 45 (33%) patients, respectively. Target carotid axes were right, left bovine and left non bovine in 55%, 38% and 7% of patients. Procedures were successfully completed in all patients (intention-to-treat basis) with the standard Mo.MA Ultra system in 129 patients and the Mo.MA mono-balloon in 8 patients. No.MA2 technique was succesfully used in 16 patients as 'bailout' and in 27 patients as 'first line'). Device and technical success was 97% (133/137 patients) due to crossover to femoral access in 3 cases, and Mo.MA too short to engage the ECA in 1 patient. The procedural success was 96.7% (131/137, two minor strokes). Procedural time and fluoroscopy time were increased with No.MA2 technique. One major vascular complication occurred, in the TB group, while chronic radial occlusion was detected by Doppler ultrasound in 7/92 patients (7.1%) at 372±163 days of follow-up. The event-free survival was 91% and the stroke rate was 0%. CONCLUSIONS: TR/TB CAS with proximal protection is a feasible, safe and effective strategy and may be considered a first line strategy in all comer patients.


Asunto(s)
Estenosis Carotídea , Accidente Cerebrovascular , Humanos , Masculino , Anciano , Anciano de 80 o más Años , Femenino , Estenosis Carotídea/diagnóstico por imagen , Estenosis Carotídea/cirugía , Estenosis Carotídea/complicaciones , Stents/efectos adversos , Arteria Radial , Accidente Cerebrovascular/etiología , Accidente Cerebrovascular/prevención & control , Arterias Carótidas
5.
Mitochondrial DNA B Resour ; 7(11): 2006-2008, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36451968

RESUMEN

The complete nucleotide sequence of the mitochondrial (mt) genome of the demersal zebra seabream Diplodus cervinus (Lowe, 1838) was determined for the first time. The double stranded circular molecule is 16,559 base pairs (bp) in length and encodes for the typical 37 metazoan mitochondrial genes, and 2 non-coding regions (D-loop and L-origin). The gene arrangement of the D. cervinus mt genome follows the usual one for fishes. The nucleotide sequences of the mt protein coding and ribosomal genes of D. cervinus mt genome were aligned with orthologous sequences from representatives of the Sparidae family and phylogenetic relationships were inferred. Maximum likelihood analyses placed D. cervinus as a sister species of Diplodus sargus (Linnaeus, 1758).

6.
Biomedicines ; 10(10)2022 Sep 26.
Artículo en Inglés | MEDLINE | ID: mdl-36289663

RESUMEN

Rheumatoid meningitis (RM) is a rare but often aggressive neurological complication of rheumatoid arthritis. The diagnosis of RM, besides the clinical, radiological, and laboratory criteria, usually requires a cerebral biopsy. Based on the two cases presented in this paper, we propose a new laboratory marker. Cerebrospinal fluid and serum anti-cyclic citrullinated peptide (CCP) IgG were measured, and the intrathecal synthesis of anti-CCP antibodies (anti-CCP antibody index) was calculated using the hyperbolic function. The anti-CCP antibody index was positive in both cases at first diagnosis and progressively decreased after treatments. Together with clinical and radiological criteria, the calculation of the anti-CCP intrathecal synthesis, more than the simple measurement of serum or cerebrospinal fluid anti-CCP antibody titers, may represent a useful tool for RM diagnosis and, possibly, for treatment response.

7.
Minerva Cardiol Angiol ; 70(6): 738-750, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-36700669

RESUMEN

Carotid artery stenting (CAS) is an established technique to treat carotid artery stenosis. Favorable results have been reported in different subsets of patients in both acute and long-term settings. Among the CAS periprocedural variables the type of cerebral protection - distal filter and proximal protection - play a pivot role to reduce cerebral embolization. Accumulating evidence is in favor of better performance of proximal protection vs. distal filters. However, the rate of worldwide penetration of this devise is low. Potential reasons include a lengthy list of technical issues that may account for the reluctance of filter-oriented operators to change systems. This paper shows how to identify, treat, and overcome these technical obstacles.


Asunto(s)
Estenosis Carotídea , Humanos , Estenosis Carotídea/cirugía , Resultado del Tratamiento , Stents
8.
Minerva Cardiol Angiol ; 70(6): 751-764, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-36700670

RESUMEN

Periprocedural cerebral microembolization is the most important complication of carotid artery stenting. Among several variables that play a role to reduce this risk, brain protection (proximal vs. distal) plays a pivot role. Data are accumulating in favor of a better performance of proximal vs. distal especially in symptomatic patients and high-risk carotid plaques. A prerequisite for the technique to be safe and effective is the presence of a valid intracranial collateral circulation to compensate for the target vessel hemisphere avoiding patient intolerance. This complication may occur either soon after the common carotid balloon occlusion or slowly developing during the procedure peaking at the stent post-dilation step. While Willis' circle anatomic variants are the most frequent cause of acute intolerance, a mix of anatomic, hemodynamic and patient cerebral condition play a role for the late developing form. Prevention is the best treatment of intolerance through a pre- and procedural imaging with different techniques (CT angiography, NMR angiography, transcranial Doppler assessment, digital subtraction angiography and back pressure monitoring).


Asunto(s)
Estenosis Carotídea , Humanos , Estenosis Carotídea/terapia , Estenosis Carotídea/complicaciones , Stents/efectos adversos , Arteria Carótida Interna , Causalidad , Angiografía de Substracción Digital
9.
Front Cardiovasc Med ; 8: 712963, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34568455

RESUMEN

We describe the case of a 72-year-old man with severe, asymptomatic in-stent restenosis detected 4 years after index carotid artery stenting (CAS). The patient was deemed at low risk and scheduled for re-angioplasty with a drug-coated balloon as per institution protocol. What at first seemed a simple case suddenly turned into a series of cerebral and vascular complications that were successfully managed with a mix of peripheral, coronary, and imaging techniques.

10.
Mitochondrial DNA B Resour ; 6(9): 2581-2583, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34409152

RESUMEN

The white seabream Diplodus sargus (Linnaeus, 1758) is a species of interest for commercial fisheries throughout its range of distribution and it is also reared using aquaculture techniques. Herein, we present the first complete sequence and annotation of the mitochondrial genome of this species. The D. sargus mitogenome is 16,515 base pairs in length and contains 13 protein-coding genes, 2 rRNA, 22 tRNA, and 2 non-coding regions (D-loop and L-origin). The overall nucleotide composition is: 27.3% A, 28.9% C, 26.8% T, and 17.0% G. Maximum likelihood analyses placed D. sargus as a sister species of Diplodus puntazzo. This study provides valuable information for further studying identification methods and evolutionary relationships of Sparidae species.

11.
Neuroimage ; 238: 118245, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-34111515

RESUMEN

Developing sensitive and reliable methods to distinguish normal and abnormal brain states is a key neuroscientific challenge. Topological Data Analysis, despite its relative novelty, already generated many promising applications, including in neuroscience. We conjecture its prominent tool of persistent homology may benefit from going beyond analysing structural and functional connectivity to effective connectivity graphs capturing the direct causal interactions or information flows. Therefore, we assess the potential of persistent homology to directed brain network analysis by testing its discriminatory power in two distinctive examples of disease-related brain connectivity alterations: epilepsy and schizophrenia. We estimate connectivity from functional magnetic resonance imaging and electrophysiology data, employ Persistent Homology and quantify its ability to distinguish healthy from diseased brain states by applying a support vector machine to features quantifying persistent homology structure. We show how this novel approach compares to classification using standard undirected approaches and original connectivity matrices. In the schizophrenia classification, topological data analysis generally performs close to random, while classifications from raw connectivity perform substantially better; potentially due to topographical, rather than topological, specificity of the differences. In the easier task of seizure discrimination from scalp electroencephalography data, classification based on persistent homology features generally reached comparable performance to using raw connectivity, albeit with typically smaller accuracies obtained for the directed (effective) connectivity compared to the undirected (functional) connectivity. Specific applications for topological data analysis may open when direct comparison of connectivity matrices is unsuitable - such as for intracranial electrophysiology with individual number and location of measurements. While standard homology performed overall better than directed homology, this could be due to notorious technical problems of accurate effective connectivity estimation.


Asunto(s)
Encéfalo/diagnóstico por imagen , Conectoma , Epilepsia/diagnóstico por imagen , Modelos Neurológicos , Red Nerviosa/diagnóstico por imagen , Esquizofrenia/diagnóstico por imagen , Convulsiones/diagnóstico por imagen , Encéfalo/fisiopatología , Mapeo Encefálico , Electroencefalografía , Epilepsia/fisiopatología , Humanos , Imagen por Resonancia Magnética , Red Nerviosa/fisiopatología , Esquizofrenia/fisiopatología , Convulsiones/fisiopatología
12.
Open Biol ; 11(4): 200395, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33823659

RESUMEN

Diatoms are one of the major and most diverse groups of phytoplankton, with chimeric genomes harbouring a combination of genes of bacterial, animal and plant origin. They have developed sophisticated mechanisms to face environmental variations. In marine environments, nutrients concentration shows significant temporal and spatial variability, influencing phytoplankton growth. Among nutrients, nitrogen, present at micromolar levels, is often a limiting resource. Here, we report a comprehensive characterization of the Nitrate Transporter 1/Peptide Transporter Family (NPF) in diatoms, diNPFs. NPFs are well characterized in many organisms where they recognize a broad range of substrates, ranging from short-chained di- and tri-peptides in bacteria, fungi and mammals to a wide variety of molecules including nitrate in higher plants. Scarce information is available for diNPFs. We integrated-omics, phylogenetic, structural and expression analyses, to infer information on their role in diatoms. diNPF genes diverged to produce two distinct clades with strong sequence and structural homology with either bacterial or plant NPFs, with different predicted sub-cellular localization, suggesting that the divergence resulted in functional diversification. Moreover, transcription analysis of diNPF genes under different laboratory and environmental growth conditions suggests that diNPF diversification led to genetic adaptations that might contribute to diatoms ability to flourish in diverse environmental conditions.


Asunto(s)
Evolución Biológica , Diatomeas/fisiología , Genómica , Transportadores de Nitrato/química , Transportadores de Nitrato/fisiología , Conformación Proteica , Sitios de Unión , Biología Computacional/métodos , Bases de Datos Genéticas , Diatomeas/clasificación , Perfilación de la Expresión Génica , Genoma , Genómica/métodos , Modelos Moleculares , Filogenia , Filogeografía , Unión Proteica , Relación Estructura-Actividad , Factores de Transcripción/metabolismo
14.
Dev Genes Evol ; 230(4): 295-304, 2020 07.
Artículo en Inglés | MEDLINE | ID: mdl-32632492

RESUMEN

Earliest craniates possess a newly enlarged, elaborated forebrain with new cell types and neuronal networks. A key question in vertebrate evolution is when and how this cerebral expansion took place. The exon-junction complex (EJC) plays an essential role in mRNA processing of all Eukarya. Recently, it has been proposed that the EJC represses recursive RNA splicing in Deuterostomes, with implication in human brain diseases like microcephaly and depression. However, the EJC or EJC subunit contribution to brain development in non-vertebrate Deuterostomes remained unknown. Being interested in the evolution of chordate characters, we focused on the model species, Branchiostoma lanceolatum (Cephalochordata) and Ciona robusta (Tunicata), with the aim to investigate the ancestral and the derived expression state of Magoh orthologous genes. This study identifies that Magoh is part of a conserved syntenic group exclusively in vertebrates and suggests that Magoh has experienced duplication and loss events in mammals. During early development in amphioxus and ascidian, maternal contribution and zygotic expression of Magoh genes in various types of progenitor cells and tissues are consistent with the condition observed in other Bilateria. Later in development, we also show expression of Magoh in the brain of cephalochordate and ascidian larvae. Collectively, these results provide a basis to further define what functional role(s) Magoh exerted during nervous system development and evolution.


Asunto(s)
Ciona intestinalis/genética , Anfioxos/genética , Sintenía/genética , Animales , Ciona intestinalis/crecimiento & desarrollo , Ciona intestinalis/metabolismo , Anfioxos/crecimiento & desarrollo , Anfioxos/metabolismo , Proteínas Nucleares/genética
15.
JACC Cardiovasc Interv ; 13(4): 403-414, 2020 02 24.
Artículo en Inglés | MEDLINE | ID: mdl-32007460

RESUMEN

OBJECTIVES: The aim of this study was to randomly compare the double-layer Roadsaver stent (RS) (Terumo, Tokyo, Japan) with the single-layer Carotid Wallstent (CW) (Boston Scientific, Santa Clara, California) in association with either distal embolic protection with the FilterWire (FW) device (Boston Scientific) or proximal protection with the Mo.Ma Ultra device (Medtronic, Santa Rosa, California) in patients with lipid-rich carotid plaques. BACKGROUND: The role of both stent type and brain protection during carotid artery stenting (CAS) remains unsettled. METHODS: A total of 104 consecutive patients with carotid artery stenosis were randomized to CAS with FW + RS (group 1, n = 27), FW + CW (group 2, n = 25), Mo.Ma + RS (group 3, n = 27), or Mo.Ma + CW (group 4, n = 25). The primary endpoint was the number of microembolic signals (MES) on transcranial Doppler among groups in the following CAS steps: 1 and 2) target vessel access; 3) lesion wiring; 4) pre-dilation; 5) stent crossing; 6) stent deployment; 7) stent dilation; and 8) device retrieval and deflation. RESULTS: No significant differences in baseline characteristics were found among the 4 groups. Compared with the FW device, the Mo.Ma Ultra device significantly reduced mean MES count (p < 0.0001) during lesion crossing, stent crossing, stent deployment, and post-dilation. Compared with the CW, the RS significantly reduced MES count (p = 0.016) in steps 6 to 8, including spontaneous MES (29% of patients). The combination of Mo.Ma + RS performed significantly better than Mo.Ma + CW (p = 0.043). Clinical major adverse cardiac and cerebrovascular events occurred in 3 patients (p = 0.51). After CAS, peak systolic velocity significantly decreased in all patients. In-stent restenosis developed in 1 patient (0.98%) at 6-month follow-up. The RS was an independent predictor of external carotid artery patency over time. CONCLUSIONS: In patients with high-risk, lipid-rich plaque undergoing CAS, Mo.Ma + RS led to the lowest microembolic signals count. (Role of the Type of Carotid Stent and Cerebral Protection on Cerebral Microembolization During Carotid Artery Stenting. A Randomized Study Comparing Carotid Wallstent vs Roadsaver® Stent and Distal vs Proximal Protection; NCT02915328).


Asunto(s)
Estenosis Carotídea/terapia , Dispositivos de Protección Embólica , Procedimientos Endovasculares/instrumentación , Embolia Intracraneal/prevención & control , Stents , Anciano , Anciano de 80 o más Años , Estenosis Carotídea/complicaciones , Estenosis Carotídea/diagnóstico por imagen , Estenosis Carotídea/fisiopatología , Circulación Cerebrovascular , Procedimientos Endovasculares/efectos adversos , Femenino , Humanos , Embolia Intracraneal/diagnóstico por imagen , Embolia Intracraneal/etiología , Italia , Masculino , Persona de Mediana Edad , Diseño de Prótesis , Factores de Riesgo , Factores de Tiempo , Resultado del Tratamiento , Ultrasonografía Doppler Transcraneal , Grado de Desobstrucción Vascular
16.
J Comput Assist Tomogr ; 44(3): 399-404, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-31929377

RESUMEN

To report feasibility, safety, and technical advantages of flat-detector computed tomography perfusion (FD-CTP) during balloon test occlusion (BTO) angiography studies, 10 patients patients scheduled for BTO were evaluated. Cerebral blood volume maps were extracted from FD-CTP images acquired during the test. The FD-CTP perfusion combined with BTO is feasible and safe in intracranial tumor, and aneurysm cases in which vessel sacrifice should be considered.


Asunto(s)
Oclusión con Balón/métodos , Neoplasias Encefálicas/diagnóstico por imagen , Encéfalo/diagnóstico por imagen , Adulto , Encéfalo/irrigación sanguínea , Encéfalo/cirugía , Neoplasias Encefálicas/irrigación sanguínea , Neoplasias Encefálicas/cirugía , Circulación Cerebrovascular/fisiología , Estudios de Factibilidad , Femenino , Humanos , Interpretación de Imagen Asistida por Computador , Masculino , Persona de Mediana Edad , Programas Informáticos , Tomografía Computarizada por Rayos X/métodos
17.
Mitochondrial DNA B Resour ; 5(3): 2379-2381, 2020 Jun 08.
Artículo en Inglés | MEDLINE | ID: mdl-33457799

RESUMEN

The sharpsnout seabream Diplodus puntazzo Walbaum, 1792 is a target species of small-scale fishery activities and is cage-cultured for human consumption. Nonetheless, genetic information on this species is limited. We here first sequence its complete mitochondrial genome. The sequence is composed of 16,638 base pairs, accounting for 13 protein-coding genes, 2 rRNA genes, 22 tRNA genes, and 2 non-coding regions (D-loop and L-origin). The overall nucleotide composition is: 27.4% A, 28.9% C, 26.9% T, and 16.8% G. Maximum likelihood analyses placed D. puntazzo close to Acanthopagrus and some Pagellus species.

18.
Mol Ecol ; 29(2): 292-307, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31793138

RESUMEN

The planktonic tunicates appendicularians and thaliaceans are highly efficient filter feeders on a wide range of prey size including bacteria and have shorter generation times than any other marine grazers. These traits allow some tunicate species to reach high population densities and ensure their success in a favourable environment. However, there are still few studies focusing on which genes and gene pathways are associated with responses of pelagic tunicates to environmental variability. Herein, we present the effect of food availability increase on tunicate community and gene expression at the Marquesas Islands (South-East Pacific Ocean). By using data from the Tara Oceans expedition, we show that changes in phytoplankton density and composition trigger the success of a dominant larvacean species (an undescribed appendicularian). Transcriptional signature to the autotroph bloom suggests key functions in specific physiological processes, i.e., energy metabolism, muscle contraction, membrane trafficking, and proteostasis. The relative abundance of reverse transcription-related Pfams was lower at bloom conditions, suggesting a link with adaptive genetic diversity in tunicates in natural ecosystems. Downstream of the bloom, pelagic tunicates were outcompeted by copepods. Our work represents the first metaomics study of the biological effects of phytoplankton bloom on a key zooplankton taxon.


Asunto(s)
Código de Barras del ADN Taxonómico/métodos , Urocordados/genética , Animales , Ecología , Ecosistema , Transcriptoma/genética , Urocordados/clasificación
20.
Mol Biol Evol ; 36(11): 2522-2535, 2019 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-31259367

RESUMEN

Diatoms (Bacillariophyta), one of the most abundant and diverse groups of marine phytoplankton, respond rapidly to the supply of new nutrients, often out-competing other phytoplankton. Herein, we integrated analyses of the evolution, distribution, and expression modulation of two gene families involved in diatom nitrogen uptake (DiAMT1 and DiNRT2), in order to infer the main drivers of divergence in a key functional trait of phytoplankton. Our results suggest that major steps in the evolution of the two gene families reflected key events triggering diatom radiation and diversification. Their expression is modulated in the contemporary ocean by seawater temperature, nitrate, and iron concentrations. Moreover, the differences in diversity and expression of these gene families throughout the water column hint at a possible link with bacterial activity. This study represents a proof-of-concept of how a holistic approach may shed light on the functional biology of organisms in their natural environment.

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