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1.
Mol Phylogenet Evol ; 164: 107264, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34273506

RESUMEN

The perennial herb genus Hemerocallis (Asphodelaceae) shows four flowering types: diurnal half-day, diurnal one-day, nocturnal half-day, and nocturnal one-day flowering. These flowering types are corresponding to their main pollinators, and probably act as a primary mechanism of reproductive isolation. To examine how the four flowering types diverged, we reconstructed the phylogeny of the Japanese species of Hemerocallis using 1615 loci of nuclear genome-wide SNPs and 2078 bp sequences of four cpDNA regions. We also examined interspecific gene flows among taxa by an Isolation-with-Migration model and a population structure analysis. Our study revealed an inconsistency between chloroplast and nuclear genome phylogenies, which may have resulted from chloroplast capture. Each of the following five clusters is monophyletic and clearly separated on the nuclear genome-wide phylogenetic tree: (I) two nocturnal flowering species with lemon-yellow flowers, H. citrina (half-day flowering) and H. lilioasphodelus (one-day flowering); (II) a diurnal one-day flowering species with yellow-orange flowers, H. middendorffii; (III) a variety of a diurnal half-day flowering species with reddish orange flowers, H. fulva var. disticha; (IV) another variety of a diurnal half-day flowering species with reddish orange flowers, H. fulva var. aurantiaca, and a diurnal one-day flowering species with yellow-orange flowers, H. major; (V) a diurnal half-day flowering species with yellow-orange flowers, H. hakuunensis. The five clusters are consistent with traditional phenotype-based taxonomy (cluster I, cluster II, and clusters III-V correspond to Hemerocallis sect. Hemerocallis, Capitatae, and Fulvae, respectively). These findings could indicate that three flowering types (nocturnal flowering, diurnal one-day flowering, and diurnal half-day flowering) diverged in early evolutionary stages of Hemerocallis and subsequently a change from diurnal half-day flowering to diurnal one-day flowering occurred in a lineage of H. major. While genetic differentiation among the five clusters was well maintained, significant gene flow was detected between most pairs of taxa, suggesting that repeated hybridization played a role in the evolution of those taxa.


Asunto(s)
Hemerocallis , Cloroplastos , Flores/genética , Flujo Génico , Hemerocallis/genética , Japón , Filogenia
2.
Am J Bot ; 106(12): 1545-1557, 2019 12.
Artículo en Inglés | MEDLINE | ID: mdl-31724169

RESUMEN

PREMISE: Flowering phenology may differ among life forms due to the costs and benefits to attract pollinators, dependence on outcross pollination, and resource availability in their habitats. However, few studies have compared flowering phenology among life forms within a community and described flowering phenology at the individual, species, and community levels. METHODS: We recorded flowering events for individuals of insect-pollinated trees, perennial herbs, and annuals from spring to summer of 2016 and 2017 in a warm-temperate forest in Japan. To compare phenological variables including mean and variance of flowering length, we standardized the number of observed individuals for each species and tested differences in variables, considering the phylogenetic relationships among species. RESULTS: Total flowering length in trees (9-50 d) was significantly shorter than perennial herbs (27-113 d) or annuals (22-89 d), but mean flowering length was not significantly different among them. Flowering length variance was significantly smaller and intraspecies synchrony significantly higher in trees than in perennial herbs and annuals. At the community level, flowering times largely overlapped among successively flowering species, but interspecies synchrony was positive for all life forms. CONCLUSIONS: Shorter total flowering length and higher intraspecific synchrony in trees are explained by a modified pollinator attraction hypothesis suggesting that selection favors higher intraspecific synchrony because it promotes between-individual movement of pollinators. At the community level, positive interspecific synchrony for all life forms supports the hypothesis that flowering times tend to converge among species.


Asunto(s)
Flores , Polinización , Animales , Japón , Filogenia , Reproducción , Estaciones del Año
3.
Am Nat ; 190(S1): S87-S104, 2017 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-28731827

RESUMEN

The deciduous habit of northern temperate trees and shrubs provides one of the most obvious examples of convergent evolution, but how did it evolve? Hypotheses based on the fossil record posit that deciduousness evolved first in response to drought or darkness and preadapted certain lineages as cold climates spread. An alternative is that evergreens first established in freezing environments and later evolved the deciduous habit. We monitored phenological patterns of 20 species of Viburnum spanning tropical, lucidophyllous (subtropical montane and warm temperate), and cool temperate Asian forests. In lucidophyllous forests, all viburnums were evergreen plants that exhibited coordinated leaf flushes with the onset of the rainy season but varied greatly in the timing of leaf senescence. In contrast, deciduous species exhibited tight coordination of both flushing and senescence, and we found a perfect correlation between the deciduous habit and prolonged annual freezing. In contrast to previous stepwise hypotheses, a consilience of independent lines of evidence supports a lockstep model in which deciduousness evolved in situ, in parallel, and concurrent with a gradual cooling climate. A pervasive selective force combined with the elevated evolutionary accessibility of a particular response may explain the massive convergence of adaptive strategies that characterizes the world's biomes.


Asunto(s)
Evolución Biológica , Bosques , Clima , Hojas de la Planta , Estaciones del Año , Árboles
4.
J Plant Res ; 130(6): 953-972, 2017 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-28536984

RESUMEN

The genus Stevia comprises approximately 200 species, which are distributed in North and South America, and are representative of the species diversity of the Asteraceae in the New World. We reconstructed the phylogenetic relationships using sequences of ITS and cpDNA and estimated the divergence times of the major clade of this genus. Our results suggested that Stevia originated in Mexico 7.0-7.3 million years ago (Mya). Two large clades, one with shrub species and another with herb species, were separated at about 6.6 Mya. The phylogenetic reconstruction suggested that an ancestor of Stevia was a small shrub in temperate pine-oak forests and the evolutionary change from a shrub state to a herb state occurred only once. A Brazilian clade was nested in a Mexican herb clade, and its origin was estimated to be 5.2 Mya, suggesting that the migration from North America to South America occurred after the formation of the Isthmus of Panama. The species diversity in Mexico appears to reflect the habitat diversity within the temperate pine-oak forest zone. The presence of many conspecific diploid-polyploid clades in the phylogenetic tree reflects the high frequency of polyploidization among the perennial Stevia species.


Asunto(s)
Asteraceae/genética , Biodiversidad , Filogenia , Stevia/genética , Asteraceae/clasificación , Evolución Biológica , Brasil , ADN de Cloroplastos/química , ADN de Cloroplastos/genética , ADN Intergénico/química , ADN Intergénico/genética , ADN de Plantas/química , ADN de Plantas/genética , Ecosistema , México , Filogeografía , Poliploidía , Alineación de Secuencia , Análisis de Secuencia de ADN , Stevia/clasificación
5.
J Theor Biol ; 370: 61-71, 2015 Apr 07.
Artículo en Inglés | MEDLINE | ID: mdl-25665720

RESUMEN

Isolation mechanisms that prevent gene flow between populations prezygotically play important roles in achieving speciation. In flowering plants, the nighttime flowering system provides a mechanism for isolation from diurnally flowering species. Although this system has long been of interest in evolutionary biology, the evolutionary process leading to this system has yet to be elucidated because of the lack of good model species. However, the genetic mechanisms underlying the differences in flowering times and the traits that attract pollinators between a pair of diurnally and nocturnally flowering species have recently been identified in a few cases. This identification enables us to build a realistic model for theoretically studying the evolution of a nocturnally flowering species. In this study, based on previous experimental data, we assumed a model in which two loci control the flowering time and one locus determines a trait that attracts pollinators. Using this model, we evaluated the possibility of the evolution of a nocturnally flowering species from a diurnally flowering ancestor through simulations. We found that a newly emerging nighttime flowering flower exhibited a sufficiently high fitness, and the evolution of a nocturnally flowering species from a diurnally flowering species could be achieved when hybrid viability was intermediate to low, even in a completely sympatric situation. Our results suggest that the difference in flowering time can act as a magic trait that induces both natural selection and assortative mating and would play an important role in speciation between diurnally and nocturnally flowering species pairs.


Asunto(s)
Flores/genética , Flores/fisiología , Especiación Genética , Animales , Evolución Biológica , Genotipo , Hemerocallis/genética , Hemerocallis/fisiología , Hibridación Genética , Modelos Biológicos , Fenotipo , Polinización/fisiología , Probabilidad , Carácter Cuantitativo Heredable , Semillas/fisiología , Factores de Tiempo
6.
BMC Evol Biol ; 2014: 209, 2014 Oct 25.
Artículo en Inglés | MEDLINE | ID: mdl-25344198

RESUMEN

BACKGROUND: The margins of a species' range might be located at the margins of a species' niche, and in such cases, can be highly vulnerable to climate changes. They, however, may also undergo significant evolutionary changes due to drastic population dynamics in response to climate changes, which may increase the chances of isolation and contact among species. Such species interactions induced by climate changes could then regulate or facilitate further responses to climatic changes. We hypothesized that climate changes lead to species contacts and subsequent genetic exchanges due to differences in population dynamics at the species boundaries. We sampled two closely related Rubus species, one temperate (Rubus palmatus) and the other subtropical (R. grayanus) near their joint species boundaries in southern Japan. Coalescent analysis, based on molecular data and ecological niche modelling during the Last Glacial Maximum (LGM), were used to infer past population dynamics. At the contact zones on Yakushima (Yaku Island), where the two species are parapatrically distributed, we tested hybridization along altitudinal gradients. RESULTS: Coalescent analysis suggested that the southernmost populations of R. palmatus predated the LGM (~20,000 ya). Conversely, populations at the current northern limit of R. grayanus diverged relatively recently and likely represent young outposts of a northbound range shift. These population dynamics were partly supported by the ensemble forecasting of six different species distribution models. Both past and ongoing hybridizations were detected near and on Yakushima. Backcrosses and advanced-generation hybrids likely generated the clinal hybrid zones along altitudinal gradients on the island where the two species are currently parapatrically distributed. CONCLUSIONS: Climate oscillations during the Quaternary Period and the response of a species in range shifts likely led to repeated contacts with the gene pools of ecologically distinct relatives. Such species interactions, induced by climate changes, may bring new genetic material to the marginal populations where species tend to experience more extreme climatic conditions at the margins of the species distribution.


Asunto(s)
Variación Genética , Rubus/clasificación , Rubus/genética , Evolución Biológica , Cambio Climático , Ecología , Especiación Genética , Hibridación Genética , Japón
7.
J Theor Biol ; 317: 161-7, 2013 Jan 21.
Artículo en Inglés | MEDLINE | ID: mdl-23063781

RESUMEN

Although many theoretical studies have reported strong effects of different flowering times on reproductive isolation, such studies have all focused on the different flowering time within a season, and the subsequently developed models are difficult to apply to the cases of diurnal- and nocturnal-flowering species pairs. The different flowering times within a day differ from those within a season because of the simultaneous opening and closing of the flowers for each species and the carry-over of the pollen from early to later times. In this study, we consider pollinator-mediated, diurnal- and nocturnal-flowering plants and build a new model to study the effects of the different flowering times within a day on reproductive isolation. We assume two loci, each with two alleles, which determine the opening and closing times of flowers, respectively. We numerically calculate the changes in the frequencies of the gametes in a model incorporating the reductions in hybrid viability, flowering costs, recombination rate and degree of dominance at each locus. We found that the early-opening flowers had a much higher fitness than the late-opening flowers and that the maintenance of the two species was difficult even if their flowering times were not overlapping. Therefore, some other mechanisms, such as pollinator preference, may be required to explain the coexistence of closely related diurnal and nocturnal flowers.


Asunto(s)
Flores/fisiología , Aislamiento Reproductivo , Animales , Flores/genética , Genotipo , Células Germinativas de las Plantas/fisiología , Modelos Biológicos , Movimiento , Fenotipo , Polinización/fisiología , Factores de Tiempo
8.
PhytoKeys ; 235: 137-187, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-38020470

RESUMEN

Japan has 16 native species of the genus Hosta Tratt. (Asparagaceae). A recent study on Hosta based on field surveys and molecular phylogenetic analyses resulted in the discovery of six unknown taxa in Kochi Prefecture, Shikoku Island, southwestern Japan. We aimed to identify these unknown taxa. Therefore, we constructed a finely resolved phylogeny for 320 Hosta samples collected from the Honshu, Shikoku, and Kyushu Islands using multiplex inter-simple sequence repeat genotyping by sequencing (MIG-seq). Based on this phylogenetic analysis and related morphological observations, we describe five new species, H.longipedicellatasp. nov., H.minazukiflorasp. nov., H.polyneuronoidessp. nov., H.samukazemontanasp. nov., and H.takiminazukiflorasp. nov. and one new subspecies, H.takiminazukiflorasubsp.grandissubsp. nov. In addition, we propose two new status assignments, H.tardivasubsp.densinerviacomb. and stat. nov. and H.scabrinerviastat. nov. We also propose classifying H.kikutiivar.tosana as a species, H.tosana. Further studies that combine MIG-seq with careful morphological observations are needed for Hosta plants on all Japanese islands, which may result in the discovery of even more undescribed species.

10.
PhytoKeys ; 211: 33-44, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36760725

RESUMEN

Hydrangeamarunoi Tagane & S. Fujii, from the Kimotsuki Mountains in the Ohsumi Peninsula, southern Japan, is described and illustrated. It is morphologically similar to H.alternifolia in having three-petaloid calyx lobes in marginal flowers, but is distinguished by the larger stamen number, and longer styles and seeds. Multiplex ISSR genotyping by sequencing (MIG-seq) demonstrated that the new species is monophyletic and closely related to H.amamiohsimensis and H.moellendorffii rather than H.alternifolia.

11.
Sci Rep ; 12(1): 21623, 2022 12 14.
Artículo en Inglés | MEDLINE | ID: mdl-36517661

RESUMEN

Yaku sika deer (Cervus nippon yakushimae) are endemic to Yakushima Island, whose landscape covered with primary evergreen forest is recognized as a World Heritage Site. In this study, the rumen bacterial microbiota (RBM) of wild Yaku sika was characterized using high throughput sequencing of bacterial 16S rRNA genes combined with targeted cultivation and functional analyses. Comparative analyses of RBM datasets from other ruminant animals revealed distinct community structure among domesticated and wild ruminants. Wild Yaku sika RBM exhibited higher species richness than other sika deer (i.e. wild Ezo sika and domesticated sika deer), likely reflecting their dietary variations associated with unique ecosystem in the island. The Yaku sika RBM of high deer population density samples exhibited higher diversity and contained higher proportion of Firmicutes than those of lower density samples. Moreover, the highest abundance of tannase gene were observed in individuals from the highest population density area, consistent with the previous observation that Yaku sika in the high density areas expanded their feed to include tannin-rich unpalatable plants. This study indicated that RBM of unique wild Yaku sika contribute to the flexibility of dietary shift and thus maintaining nutritional status of Yaku sika under high density conditions.


Asunto(s)
Ciervos , Microbiota , Animales , Rumen/microbiología , Ciervos/genética , ARN Ribosómico 16S/genética , Japón , Bacterias/genética , Rumiantes/genética , Microbiota/genética
12.
PhytoKeys ; 206: 61-73, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36761265

RESUMEN

A new species, Quercussontraensis Ngoc, Binh & Son is described from Son Tra Nature Reserve, Son Tra Peninsula, Central Vietnam. We examined the morphology and constructed a highly resolved phylogeny of Q.sontraensis and its relatives (including Q.langbianensis and Q.cambodiensis) using Multiplex ISSR genotyping by sequencing (MIG-seq). The morphological analyses and molecular evidence support the distinction between the new species (Q.sontraensis) and its relatives.

13.
PhytoKeys ; 188: 49-71, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35095292

RESUMEN

According to the contemporary classification of Hydrangea native to Japan, H.serrata is a polymorphic species including six varieties. We discovered a plant identified as H.serrata, but morphologically distinct from previously known varieties, in Yakushima island where approximately 50 endemic species are known. To determine the relationship of this plant with previously known varieties, we examined morphology and constructed a highly resolved phylogeny of H.serrata and its relatives using three chloroplast genomic regions, rbcL, trnL intron, psbA-trnH, and two nuclear genomic regions, ITS1 and ITS2, and Multiplex ISSR genotyping by sequencing (MIG-seq). Based on these morphological and phylogenetic observations, we describe Hydrangeaacuminatasubsp.yakushimensissubsp. nov. as a newly discovered lineage in Yakushima, Japan and propose Hydrangeaminamitanii stat. nov. and Hydrangeaacuminatasubsp.australisstat. nov. which were previously treated as varieties of H.serrata.

14.
Am Nat ; 177(5): 562-73, 2011 May.
Artículo en Inglés | MEDLINE | ID: mdl-21508604

RESUMEN

In nature, spatiotemporally dynamic coevolutionary processes play major roles in the foundation and maintenance of biodiversity. Here, we examined the arms race coevolution involving a seed-eating weevil with a long snout and its camellia plant host with a thick fruit coat (pericarp) throughout the marked climatic gradient observed across the Japanese islands. Results demonstrated that female weevils, which bored holes through camellia pericarps to lay eggs into seeds, had evolved much longer snouts than males, especially in areas in which Japanese camellia pericarps were very thick. The thickness of the plant pericarp was heritable, and the camellia plant evolved a significantly thicker pericarp on islands with the weevil than on islands without it. Across populations with weevils, resource allocation to plant defense increased with increasing annual mean temperature or annual precipitation, thereby geographically differentiating the evolutionary and ecological interactions between the two species. Given that the coevolutionary relationship exhibited appreciable variation across a relatively small range of annual mean temperatures, ongoing global climatic change can dramatically alter the coevolutionary process, thereby changing the ecological interaction between these species.


Asunto(s)
Evolución Biológica , Camellia/parasitología , Clima , Interacciones Huésped-Parásitos , Gorgojos/fisiología , Animales , Camellia/genética , Cambio Climático , Femenino , Frutas/anatomía & histología , Frutas/parasitología , Frutas/fisiología , Masculino , Oviposición , Carácter Cuantitativo Heredable , Gorgojos/anatomía & histología
15.
PhytoKeys ; 181: 79-93, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34566449

RESUMEN

Molecular phylogenetic studies of Hostapulchella (Asparagaceae) and its relatives, which are native to Japan, have been conducted and resulted in a highly resolved phylogeny. Specifically, the relationship of H.pulchella to H.alata Hatusima, nom. nud. is investigated. These data include genome-wide SNPs obtained through conducting multiplexed ISSR genotyping by sequencing (MIG-seq). Based on these phylogenetic results, morphological observations, distribution, and differences in flowering periods of H.alata collections sympatric with H.pulchella, we find the two species closely related, but distinct. As such, we formally describe Hostaalata sp. nov. from the Oita Prefecture of Kyushu island, southwestern Japan.

16.
PhytoKeys ; 187: 177-188, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-35068974

RESUMEN

An unknown taxon of Stellaria was discovered in Yakushima, a Japanese island known to harbor several endemic species. To determine the identity of this taxon, this study employed MIG-seq for the reconstruction of a finely resolved phylogenetic tree of the newly discovered taxon, along with some related species of Stellaria. The results showed that the newly discovered taxon is a relative of S.alsine. Based on this result, Stellariaalsinesubsp.nanasubsp. nov. was published.

17.
PhytoKeys ; 186: 73-92, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34975276

RESUMEN

Three new species, Lithocarpusbidoupensis Ngoc & Tagane, L.congtroiensis Ngoc & Yahara, and L.hongiaoensis Ngoc & Binh are described from Bidoup-Nui Ba National Park, Central Highland of Vietnam. Morphological analyses and Maximum likelihood tree based on genome-wide SNPs support the distinction of those species from the previously known taxa in the region. The three new species are considered to be endemic to the Bidoup-Nui Ba National Park and the preliminary conservation status for each species is evaluated as Critically Endangered.

18.
Genes Genet Syst ; 96(1): 41-53, 2021 May 08.
Artículo en Inglés | MEDLINE | ID: mdl-33731512

RESUMEN

It is vital to measure the levels of genetic diversity and differentiation between populations in a species to understand the current genetic structure and evolution of the species. Here, MIG-seq (multiplexed inter-simple sequence repeat genotyping by sequencing) was employed to assess the genetic variation in two tropical leguminous tree species, Dalbergia cochinchinensis and D. nigrescens, in Cambodia and Thailand. Sequence data for 255-618 loci, each with an approximate length of 100 bp, were obtained, and the nucleotide diversity, Tajima's D and FST were computed. The estimates calculated from the data obtained by MIG-seq were compared to those obtained by Sanger sequencing of nine nuclear coding genes in D. cochinchinensis in our previous study. The nucleotide diversity at the MIG-seq loci was slightly higher than that at silent sites in the coding loci, whereas the FST values at the MIG-seq loci were generally lower than those at the coding loci, although the differences were not significant. Moreover, nucleotide diversities within populations of the two species were similar to each other, at approximately 0.005. Three and four population clusters were genetically recognized in D. cochinchinensis and D. nigrescens, respectively. Although the populations were differentiated from each other, the levels of differentiation among them, as measured by FST, were higher in D. cochinchinensis than in D. nigrescens. This indicates higher levels of gene flow between the populations in the latter species. We recommend using MIG-seq for quick surveys of genetic variation because it is cost-effective and results in smaller variance in the estimates of population genetic parameters.


Asunto(s)
Dalbergia/genética , Bosques , Polimorfismo Genético , Cambodia , Repeticiones de Microsatélite , Tailandia
19.
J Plant Res ; 123(4): 607-16, 2010 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-20035437

RESUMEN

Zanthoxylum ailanthoides Siebold & Zucc. is one of the most frequently encountered pioneer trees in Japanese warm-temperate evergreen oak forests. Our previous study in one region of Japan suggested high levels of population differentiation and putative natural selection acting on one of the nuclear loci analyzed. Here, we extend our analysis to study the genetic structure of 10 populations of Z. ailanthoides across Japan using 9 simple sequence repeat (SSR) loci for a better understanding of its genetic structure. First, the southernmost population (Kagoshima) in the samples was found to have the highest genetic diversity, suggesting there was a glacial refugium at or near the location of the population. Second, relatively strong genetic differentiation was found among populations, and there was a positive correlation between genetic distances and geographic distances (Mantel test; P < 0.001). Based on this information, we analyzed nucleotide variation at the putatively selected locus homologous to the gene encoding the ADP-glucose pyrophosphorylase large subunit (agpL). Despite the strong genetic differentiation among populations suggested by the SSR loci, the agpL locus was monomorphic in almost all populations analyzed. The results of this study strongly supported the possibility of a selective sweep at or near the agpL locus.


Asunto(s)
Selección Genética , Árboles/genética , Zanthoxylum/genética , Simulación por Computador , ADN de Plantas/genética , Frecuencia de los Genes/genética , Sitios Genéticos/genética , Variación Genética , Genética de Población , Geografía , Japón , Repeticiones de Minisatélite/genética , Modelos Genéticos , Polimorfismo Genético , Programas Informáticos
20.
PLoS One ; 15(7): e0235883, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32649687

RESUMEN

The COVID-19 pandemic began in December 2019 and severely influenced society. In response, the Japanese government declared a state of emergency on 7th April in seven prefectures. The study conducted an immediate survey on 8th April to record the response of the general public to the first emergency status due to epidemics. The study hypothesized that personality traits, moral foundation, and political ideology can influence people's mentality, cognition, and behavior toward COVID-19. Based on a nationwide dataset of 1856 respondents (male = 56.3%, Mage = 46.7, emergency regions = 49.9%), the study found that personality, morality, and ideology altered mental health status and motivated behaviors toward COVID-19. Neuroticism and avoiding harm involved cognition and behavior through various means. The study also found significant differences among demographic groups. Results are informative and contributive to the governance and management of, and aid for, individual responses to the COVID-19 pandemic.


Asunto(s)
Infecciones por Coronavirus/epidemiología , Infecciones por Coronavirus/psicología , Neumonía Viral/epidemiología , Neumonía Viral/psicología , Actitud , COVID-19 , Infecciones por Coronavirus/prevención & control , Femenino , Humanos , Japón/epidemiología , Masculino , Principios Morales , Pandemias/prevención & control , Personalidad , Neumonía Viral/prevención & control , Encuestas y Cuestionarios
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