Prezygotic barriers effectively limit hybridization in a rapid evolutionary radiation.

Hybridization is increasingly recognized as an important evolutionary process across the tree of life. In many clades, phylogenomic approaches have permitted unparalleled insight into the extent and frequency of hybridization. However, we continue to lack a deep understanding of the factors that limit and shape patterns of hybridization, especially in evolutionary radiations. In this study, we characterized patterns of introgression across Costus (Costaceae), a young evolutionary radiation of tropical understory plants that maintain widespread interfertility despite exhibiting strong prezygotic reproductive isolation. We analyzed a phylogenomic dataset of 756 genes from 54 Costus species using multiple complementary approaches - D-statistics, gene-tree-based tests, and phylogenetic network analyses - to detect and characterize introgression events throughout the evolutionary history of the radiation. Our results identified a moderate number of introgression events, including a particularly ancient, well-supported event spanning one of the deepest divergences in the clade. Most introgression events occurred between taxa or ancestral lineages that shared the same pollination syndrome (bee-pollinated or hummingbird-pollinated). These findings suggest that prezygotic barriers, including pollinator specialization, have been key to the balance between introgression and reproductive isolation in Costus.

Comparison of conjunctival swabs and blood samples in dogs for molecular and serological detection of Leishmania infantum infection in Colombia.

BACKGROUND OBJECTIVES: Surveillance of canine leishmaniasis in Colombia is restricted to the appearance of visceral leishmaniasis cases in humans, and is mainly performed by serological tests. This requires blood sampling by veterinarians or technicians according to Colombian laws. The aim of this study was to evaluate the utility of conjunctival swabs in the molecular detection of Leishmania in dogs from the municipality of Ovejas, Sucre. METHODS: The present study was cross-sectional and descriptive. The collection source of samples and information was primary. Blood samples and conjunctival swabs from 121 dogs were analysed by PCR-ITS1 to detect Leishmania spp. Positive samples were used to amplify a conserved region of the Leishmania infantum kinetoplast minicircle. Performance of both sample types was calculated by proportion of positive samples of each type and the degree of agreement between them was determined by Cohen's kappa (κ) agreement index. RESULTS: Leishmania infection was detected in 17.4% (21/121) of blood samples and in 16.5% (20/121) of conjunctival swabs. In total, 28.1% (34/121) of the canines were infected, of which 11.8% (4/34) were infected with L. infantum in the conjunctival swabs and 5.9 % (2/34) in the blood samples. The agreement between blood and conjunctiva was medium (κ = 0.207) by PCR-ITS1 amplification. INTERPRETATION CONCLUSION: The use of conjunctival swab as a non-invasive sample could be used as an alternative method for surveillance of canine leishmaniasis.

Genome assemblies and comparison of two Neotropical spiral gingers: Costus pulverulentus and C. lasius.

The spiral gingers (Costus L.) are a pantropical genus of herbaceous perennial monocots; the Neotropical clade of Costus radiated rapidly in the past few million years into over 60 species. The Neotropical spiral gingers have a rich history of evolutionary and ecological research that can motivate and inform modern genetic investigations. Here, we present the first 2 chromosome-level genome assemblies in the genus, for C. pulverulentus and C. lasius, and briefly compare their synteny. We assembled the C. pulverulentus genome from a combination of short-read data, Chicago and Dovetail Hi-C chromatin-proximity sequencing, and alignment with a linkage map. We annotated the genome by mapping a C. pulverulentus transcriptome and querying mapped transcripts against a protein database. We assembled the C. lasius genome with Pacific Biosciences HiFi long reads and alignment to the C. pulverulentus genome. These 2 assemblies are the first published genomes for non-cultivated tropical plants. These genomes solidify the spiral gingers as a model system and will facilitate research on the poorly understood genetic basis of tropical plant diversification.

[The Pan American Health Organization's Revolving Fund for access to vaccines: 43 years responding to the regional immunization programO Fundo Rotativo para Acesso a Vacinas da Organização Pan-Americana da Saúde: 43 anos respondendo ao Programa Regional de Imunizações]. / El Fondo Rotatorio para el acceso a las vacunas de la Organización Panamericana de la Salud: 43 años respondiendo al programa regional de inmunizaciones.

The Pan American Health Organization's Revolving Fund for Access to Vaccines (the Revolving Fund) is a shared pool of funds for the procurement of vaccines, syringes, and cold-chain equipment for the Member States of the Organization. With a view to evaluating the results obtained during the Revolving Fund's operation and analyzing its contributions to achievements in immunization, a review was conducted of historical documents and grey literature related to the Fund's history and current processes, as well as data from platforms fed by countries' annual reports, with reference to growth indicators, burden of vaccine-preventable diseases, introduction of new vaccines in the Region of the Americas, and lessons learned. In its 43 years of operation, the Revolving Fund has grown and contributed to the introduction of new vaccines, and the Region has made rapid progress in the field of immunization. However, several countries and territories in the Region have not yet introduced certain vaccines due to their high cost and the economic impact of sustainably administering them. The requirement to obtain the lowest possible price and to set a uniform price for all participating Member States has been instrumental in the Revolving Fund's contribution to the vaccination goals of national immunization programs, and for timely planning of demand, accompanied by technical advice. An interprogrammatic approach and the planning of auxiliary inputs are key to the success of the programs. Pandemic preparedness, regional vaccine production, and the protection of national budgets for sustainable procurement of high-cost vaccines are current and future challenges.

O Fundo Rotativo para Acesso a Vacinas (FR) da Organização Pan-Americana de Saúde é um fundo comum de capital e compra conjunta de vacinas, seringas e equipamento da cadeia de frio para os Estados Membros da Organização. Com o objetivo de avaliar os resultados obtidos durante sua operação e analisar sua contribuição para os êxitos da imunização, procedeu-se a uma revisão de documentos históricos e da literatura cinzenta relacionados à história do FR e revisaram-se os processos atuais, os dados de plataformas alimentadas pelos relatórios anuais dos países, os indicadores de crescimento, a carga de doenças imunopreveníveis, a introdução de novas vacinas na Região das Américas e as lições aprendidas. Constatou-se que, em seus 43 anos de operação, o FR cresceu e contribuiu para a introdução de novas vacinas e a região avançou com rapidez no campo da imunização. Entretanto, vários países e territórios da região ainda não introduziram determinadas vacinas em razão dos altos preços e do impacto econômico de manter sua administração. A cláusula do menor preço disponível e do preço uniforme para todos os Estados Membros participantes foi fundamental para a contribuição do FR para as metas de vacinação dos programas nacionais de imunização, bem como para o planejamento oportuno da demanda acompanhado pela assessoria técnica. A abordagem interprogramática e o planejamento de insumos auxiliares são necessários para o êxito dos programas. A preparação para pandemias, a produção regional de vacinas e a proteção dos orçamentos nacionais para a compra de vacinas de alto custo e sua sustentabilidade ainda constituem desafios atuais e futuros.

IFN-λ4 is associated with increased risk and earlier occurrence of several common infections in African children.

Genetic polymorphisms within the IFNL3/IFNL4 genomic region, which encodes type III interferons, have been strongly associated with clearance of hepatitis C virus. We hypothesized that type III interferons might be important for the immune response to other pathogens as well. In a cohort of 914 Malian children, we genotyped functional variants IFNL4-rs368234815, IFNL4-rs117648444, and IFNL3-rs4803217 and analyzed episodes of malaria, gastrointestinal, and respiratory infections recorded at 30,626 clinic visits from birth up to 5 years of age. Compared to children with the rs368234815-TT/TT genotype (IFN-λ4-Null), rs368234815-dG allele was most strongly associated with an earlier time-to-first episode of gastrointestinal infections (p = 0.003). The risk of experiencing an infection episode during the follow-up was also significantly increased with rs368234815-dG allele, with OR = 1.53, 95%CI (1.13-2.07), p = 0.005 for gastrointestinal infections and OR = 1.30, 95%CI (1.02-1.65), p = 0.033 for malaria. All the associations for the moderately linked rs4803217 (r2 = 0.78 in this set) were weaker and lost significance after adjusting for rs368234815. We also analyzed all outcomes in relation to IFN-λ4-P70S groups. Our results implicate IFN-λ4 and not IFN-λ3 as the primary functional cause of genetic associations with increased overall risk and younger age at first clinical episodes but not with recurrence or intensity of several common pediatric infections.

Admixture may be extensive among hyperdominant Amazon rainforest tree species.

Admixture is a mechanism by which species of long-lived plants may acquire novel alleles. However, the potential role of admixture in the origin and maintenance of tropical plant diversity is unclear. We ask whether admixture occurs in an ecologically important clade of Eschweilera (Parvifolia clade, Lecythidaceae), which includes some of the most widespread and abundant tree species in Amazonian forests. Using target capture sequencing, we conducted a detailed phylogenomic investigation of 33 species in the Parvifolia clade and investigated specific hypotheses of admixture within a robust phylogenetic framework. We found strong evidence of admixture among three ecologically dominant species, E. coriacea, E. wachenheimii and E. parviflora, but a lack of evidence for admixture among other lineages. Accepted species were largely distinguishable from one another, as was geographic structure within species. We show that hybridization may play a role in the evolution of the most widespread and ecologically variable Amazonian tree species. While admixture occurs among some species of Eschweilera, it has not led to widespread erosion of most species' genetic or morphological identities. Therefore, current morphological based species circumscriptions appear to provide a useful characterization of the clade's lineage diversity.

Enhanced Performance of Zn/Br Flow Battery Using N-Methyl-N-Propylmorpholinium Bromide as Complexing Agent.

Redox flow batteries (RFB) are one of the most interesting technologies in the field of energy storage, since they allow the decoupling of power and capacity. Zinc-bromine flow batteries (ZBFB) are a type of hybrid RFB, as the capacity depends on the effective area of the negative electrode (anode), on which metallic zinc is deposited during the charging process. Gaseous bromine is generated at the positive electrode (cathode) during the charging process, so the use of bromine complexing agents (BCA) is very important. These BCAs are quaternary amines capable of complexation with bromine and generating an organic phase, immiscible with the aqueous electrolyte. One of the most commonly used BCAs in RFB technology is 4-methylethylmorpholinium bromide (MEM-Br). In this work, an alternative quaternary amine 4-methylpropylmorpholinium bromide (MPM-Br) was studied. MPM-Br was integrated into the electrolyte, and 200 charge-discharge cycles were performed on the resulting ZBFBs. The obtained results were compared with those when MEM-Br was used, and it was observed that the electrolyte with MPM-Br displays a higher resistance in voltage and higher energy efficiency, making it a promising alternative to MEM-Br.

Increasing efficiency of preclinical research by group sequential designs.

Despite the potential benefits of sequential designs, studies evaluating treatments or experimental manipulations in preclinical experimental biomedicine almost exclusively use classical block designs. Our aim with this article is to bring the existing methodology of group sequential designs to the attention of researchers in the preclinical field and to clearly illustrate its potential utility. Group sequential designs can offer higher efficiency than traditional methods and are increasingly used in clinical trials. Using simulation of data, we demonstrate that group sequential designs have the potential to improve the efficiency of experimental studies, even when sample sizes are very small, as is currently prevalent in preclinical experimental biomedicine. When simulating data with a large effect size of d = 1 and a sample size of n = 18 per group, sequential frequentist analysis consumes in the long run only around 80% of the planned number of experimental units. In larger trials (n = 36 per group), additional stopping rules for futility lead to the saving of resources of up to 30% compared to block designs. We argue that these savings should be invested to increase sample sizes and hence power, since the currently underpowered experiments in preclinical biomedicine are a major threat to the value and predictiveness in this research domain.

A consensus phylogenomic approach highlights paleopolyploid and rapid radiation in the history of Ericales.

PREMISE: Large genomic data sets offer the promise of resolving historically recalcitrant species relationships. However, different methodologies can yield conflicting results, especially when clades have experienced ancient, rapid diversification. Here, we analyzed the ancient radiation of Ericales and explored sources of uncertainty related to species tree inference, conflicting gene tree signal, and the inferred placement of gene and genome duplications. METHODS: We used a hierarchical clustering approach, with tree-based homology and orthology detection, to generate six filtered phylogenomic matrices consisting of data from 97 transcriptomes and genomes. Support for species relationships was inferred from multiple lines of evidence including shared gene duplications, gene tree conflict, gene-wise edge-based analyses, concatenation, and coalescent-based methods, and is summarized in a consensus framework. RESULTS: Our consensus approach supported a topology largely concordant with previous studies, but suggests that the data are not capable of resolving several ancient relationships because of lack of informative characters, sensitivity to methodology, and extensive gene tree conflict correlated with paleopolyploidy. We found evidence of a whole-genome duplication before the radiation of all or most ericalean families, and demonstrate that tree topology and heterogeneous evolutionary rates affect the inferred placement of genome duplications. CONCLUSIONS: We provide several hypotheses regarding the history of Ericales, and confidently resolve most nodes, but demonstrate that a series of ancient divergences are unresolvable with these data. Whether paleopolyploidy is a major source of the observed phylogenetic conflict warrants further investigation.

Target sequence capture in the Brazil nut family (Lecythidaceae): Marker selection and in silico capture from genome skimming data.

Reconstructing species trees from multi-loci datasets is becoming a standard practice in phylogenetics. Nevertheless, access to high-throughput sequencing may be costly, especially with studies of many samples. The potential high cost makes a priori assessments desirable in order to make informed decisions about sequencing. We generated twelve transcriptomes for ten species of the Brazil nut family (Lecythidaceae), identified a set of putatively orthologous nuclear loci and evaluated, in silico, their phylogenetic utility using genome skimming data of 24 species. We designed the markers using MarkerMiner, and developed a script, GoldFinder, to efficiently sub-select the best makers for sequencing. We captured, in silico, all designed 354 nuclear loci and performed a maximum likelihood phylogenetic analysis on the concatenated sequence matrix. We also calculated individual gene trees with maximum likelihood and used them for a coalescent-based species tree inference. Both analyses resulted in almost identical topologies. However, our nuclear-loci phylogenies were strongly incongruent with a published plastome phylogeny, suggesting that plastome data alone is not sufficient for species tree estimation. Our results suggest that using hundreds of nuclear markers (i.e. 354) will significantly improve the Lecythidaceae species tree. The framework described here will be useful, generally, for developing markers for species tree inference.

Bayesian and likelihood phylogenetic reconstructions of morphological traits are not discordant when taking uncertainty into consideration: a comment on Puttick et al.

Puttick et al. (2017 Proc. R. Soc. B284, 20162290 (doi:10.1098/rspb.2016.2290)) performed a simulation study to compare accuracy among methods of inferring phylogeny from discrete morphological characters. They report that a Bayesian implementation of the Mk model (Lewis 2001 Syst. Biol.50, 913-925 (doi:10.1080/106351501753462876)) was most accurate (but with low resolution), while a maximum-likelihood (ML) implementation of the same model was least accurate. They conclude by strongly advocating that Bayesian implementations of the Mk model should be the default method of analysis for such data. While we appreciate the authors' attempt to investigate the accuracy of alternative methods of analysis, their conclusion is based on an inappropriate comparison of the ML point estimate, which does not consider confidence, with the Bayesian consensus, which incorporates estimation credibility into the summary tree. Using simulation, we demonstrate that ML and Bayesian estimates are concordant when confidence and credibility are comparably reflected in summary trees, a result expected from statistical theory. We therefore disagree with the conclusions of Puttick et al. and consider their prescription of any default method to be poorly founded. Instead, we recommend caution and thoughtful consideration of the model or method being applied to a morphological dataset.

Conflicting phylogenomic signals reveal a pattern of reticulate evolution in a recent high-Andean diversification (Asteraceae: Astereae: Diplostephium).

High-throughput sequencing is helping biologists to overcome the difficulties of inferring the phylogenies of recently diverged taxa. The present study analyzes the phylogenetic signal of genomic regions with different inheritance patterns using genome skimming and ddRAD-seq in a species-rich Andean genus (Diplostephium) and its allies. We analyzed the complete nuclear ribosomal cistron, the complete chloroplast genome, a partial mitochondrial genome, and a nuclear-ddRAD matrix separately with phylogenetic methods. We applied several approaches to understand the causes of incongruence among datasets, including simulations and the detection of introgression using the D-statistic (ABBA-BABA test). We found significant incongruence among the nuclear, chloroplast, and mitochondrial phylogenies. The strong signal of hybridization found by simulations and the D-statistic among genera and inside the main clades of Diplostephium indicate reticulate evolution as a main cause of phylogenetic incongruence. Our results add evidence for a major role of reticulate evolution in events of rapid diversification. Hybridization and introgression confound chloroplast and mitochondrial phylogenies in relation to the species tree as a result of the uniparental inheritance of these genomic regions. Practical implications regarding the prevalence of hybridization are discussed in relation to the phylogenetic method.

No effect of mercury exposure on kidney function during ongoing artisanal gold mining activities in Colombia.

This cross-sectional study examined whether people who are exposed to mercury (Hg) vapours in ongoing artisanal gold mining activities have alteration in kidney function monitoring parameters. The study enrolled 164 miners and 127 participant controls. The Hg concentrations for miners and control participants were measured in blood (B-Hg; median 7.0 vs. 2.5 µg/L), urine (U-Hg; median 3.9 vs. 1.5 µg/g creatinine) and hair (H-Hg; median 0.8 vs. 0.4 µg/g hair). The biomarkers of renal function were creatinine, albumin and excretion of ß-2 microglobulin. Glomerular filtration rate (eGFR) was calculated using the chronic kidney disease epidemiology collaboration equation. Significant statistical differences were found in Hg concentrations and eGFR levels between the two study groups ( p < 0.01) but not with the other biomarkers of renal function. A multiple regression model was applied to explore the relationship of eGFR levels and Hg concentrations. However, no association was found between the prevalence of reduced eGFR (<71.96 mL/min/1.73 m2) and the B-Hg or U-Hg levels after adjustment for covariates. Nevertheless, it was observed that having B-Hg levels above 10 µg Hg/L decreased the eGFR by 1.7 mL/min/1.73 m2 (confidence interval 95% -5.1 to 1.7) compared to having levels below 2.0 µg Hg/L. Our results found no support for kidney damage associated with Hg vapour exposure in ongoing artisanal gold mining, whose population has a level of Hg exposure from low to moderate (B-Hg from 3.4 to 11.0 µg/L and U-Hg from 1.3 to 9.6 µg/g creatinine).

Pharmacologic interventions for painful diabetic neuropathy: An umbrella systematic review and comparative effectiveness network meta-analysis.

BACKGROUND: Multiple treatments for painful diabetic peripheral neuropathy are available. PURPOSE: To evaluate the comparative effectiveness of oral and topical analgesics for diabetic neuropathy. DATA SOURCES: Multiple electronic databases between January 2007 and April 2014, without language restriction. STUDY SELECTION: Parallel or crossover randomized, controlled trials that evaluated pharmacologic treatments for adults with painful diabetic peripheral neuropathy. DATA EXTRACTION: Duplicate extraction of study data and assessment of risk of bias. DATA SYNTHESIS: 65 randomized, controlled trials involving 12 632 patients evaluated 27 pharmacologic interventions. Approximately one half of these studies had high or unclear risk of bias. Nine head-to-head trials showed greater pain reduction associated with serotonin-norepinephrine reuptake inhibitors (SNRIs) than anticonvulsants (standardized mean difference [SMD], -0.34 [95% credible interval {CrI}, -0.63 to -0.05]) and with tricyclic antidepressants (TCAs) than topical capsaicin 0.075%. Network meta-analysis showed that SNRIs (SMD, -1.36 [CrI, -1.77 to -0.95]), topical capsaicin (SMD, -0.91 [CrI, -1.18 to -0.08]), TCAs (SMD, -0.78 [CrI, -1.24 to -0.33]), and anticonvulsants (SMD, -0.67 [CrI, -0.97 to -0.37]) were better than placebo for short-term pain control. Specifically, carbamazepine (SMD, -1.57 [CrI, -2.83 to -0.31]), venlafaxine (SMD, -1.53 [CrI, -2.41 to -0.65]), duloxetine (SMD, -1.33 [CrI, -1.82 to -0.86]), and amitriptyline (SMD, -0.72 [CrI, -1.35 to -0.08]) were more effective than placebo. Adverse effects included somnolence and dizziness with TCAs, SNRIs, and anticonvulsants; xerostomia with TCAs; and peripheral edema and burning sensation with pregabalin and capsaicin. LIMITATION: Confidence in findings was limited because most evidence came from indirect comparisons of trials with short (≤3 months) follow-up and unclear or high risk of bias. CONCLUSION: Several medications may be effective for short-term management of painful diabetic neuropathy, although their comparative effectiveness is unclear. PRIMARY FUNDING SOURCE: Mayo Foundation for Medical Education and Research.

Systematic reviews to ascertain the safety of diabetes medications.

Clinicians and patients with type 2 diabetes enjoy an expanding list of medications to improve glycemic control. With this expansion has come a flurry of concerns about the safety of these antihyperglycemic agents, concerns that affect judgments about the risk/benefit balance of therapy. Some of these safety signals have been identified through the synthesis of existing research evidence. Thus, it has become important for clinicians and clinical policymakers to understand the strengths and limitations of systematic reviews and meta-analyses in determining the safety of diabetes medications. In this paper, we highlight key safety concerns with diabetes medications and discuss the role evidence synthesis plays in each, with special attention to its strengths and limitations.

Critical appraisal of the Colombian clinical practice guide for the prevention, diagnosis and treatment of suicidal ideation and/or behaviour (adoption).

INTRODUCTION: Suicide is a complex, global public health problem. The Colombian clinical practice guideline provides relevant input for its prevention, diagnosis and treatment. The objective was to evaluate the methodological quality, credibility and applicability of the Colombian clinical practice guideline for suicidal behaviour. METHODS: An academic group of 12 evaluators was established to assess the guide and its recommendations in a standardised way, using the AGREE-II and AGREE-REX instruments. The evaluations were given in the range of 0.0-1.0 with 0.7 as a cut-off point for appropriate quality. RESULTS: The global assessment of the AGREE-II was greater than 0.7 in the dimensions: "scope and objective" (0.86), "clarity of presentation" (0.89), "applicability" (0.73) and "editorial independence" (0.89). The lowest scores were for "participation of those involved" (0.67) and "rigour in preparation" (0.69). With the AGREE-REX, the results in all dimensions were below 0.70, which indicates lower quality and suitability for use. CONCLUSIONS: The adoption process of the Colombian guideline for suicidal behaviour was a rigorous methodological process, while the practice recommendations were valued as of low applicability due to low support in local evidence. It is necessary to strengthen the generation and synthesis of evidence at the national level to give greater support and applicability to the practice recommendations.

Cu2O Nanoparticles as Nanocarriers and Its Antibacterial Efficacy.

In this study, Cu2O nanoparticles were synthesized using the sol-gel technique and subsequently functionalized with extracts from plants of the Rauvolfioideae subfamily and citrus fruits. Comprehensive characterization techniques, including UV-Vis spectroscopy, FT-IR, XRD, BET, SEM, and TEM, were employed to evaluate the structural and surface properties of the synthesized nanoparticles. The results demonstrated that both functionalized Cu2O nanoparticles exhibit mesoporous structures, as confirmed by nitrogen adsorption-desorption isotherms and the pore size distribution analysis. The green extract functionalized nanoparticles displayed a more uniform pore size distribution compared to those functionalized with the orange extract. The study underscores the potential of these functionalized Cu2O nanoparticles for applications in drug delivery, catalysis, and adsorption processes, highlighting the influence of the functionalization method on their textural properties and performance in antibacterial efficacy.

Electrochemical performance of a graphene nanosheets anode in a high voltage lithium-ion cell.

We demonstrate the feasibility of a lithium ion battery (LIB) using graphene nanosheets (GNS) as the anode in combination with a LiNi(0.5)Mn(1.5)O4 (LNMO) high voltage, spinel-structure cathode. The GNS anode is characterized by a reversible capacity of the order of 600 mA h g(-1) and a working voltage of around 0.9 V, while the 4.8-V cathode has a theoretical capacity of 146.7 mA h g(-1). The full GNS/LiNi(0.5)Mn(1.5)O4 cell has an average working voltage of about 3.75 V and a capacity of the order of 100 mA h g(-1). The findings of this paper suggest that the graphene may be proposed as a suitable anode for application in lithium ion batteries.

Allopatric speciation is more prevalent than parapatric ecological divergence in a recent high-Andean diversification (Linochilus: Asteraceae).

Elucidating how species accumulate in diversity hotspots is an ongoing debate in evolutionary biology. The páramo, in the Northern Andes, has remarkably high indices of plant diversity, endemicity, and diversification rates. A hypothesis for explaining such indices is that allopatric speciation is high in the páramo given its island-like distribution. An alternative hypothesis is that the altitudinal gradient of the Andean topography provides a variety of niches that drive vertical parapatric ecological speciation. A formal test for evaluating the relative roles of allopatric and parapatric ecological speciation is lacking. The main aim of our study is to test which kind of speciation is more common in an endemic páramo genus. We developed a framework incorporating phylogenetics, species' distributions, and a morpho-ecological trait (leaf area) to compare sister species and infer whether allopatric or parapatric ecological divergence caused their speciation. We applied our framework to the species-rich genus Linochilus (63 spp.) and found that the majority of recent speciation events in it (12 events, 80%) have been driven by allopatric speciation, while a smaller fraction (one event, 6.7%) is attributed to parapatric ecological speciation; two pairs of sister species produced inconclusive results (13.3%). We conclude that páramo autochthonous (in-situ) diversification has been primarily driven by allopatric speciation.