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Premise: Astragalus (Fabaceae), with more than 3000 species, represents a globally successful radiation of morphologically highly similar species predominant across the northern hemisphere. It has attracted attention from systematists and biogeographers, who have asked what factors might be behind the extraordinary diversity of this important arid‐adapted clade and what sets it apart from close relatives with far less species richness. Methods: Here, for the first time using extensive phylogenetic sampling, we asked whether (1) Astragalus is uniquely characterized by bursts of radiation or whether diversification instead is uniform and no different from closely related taxa. Then we tested whether the species diversity of Astragalus is attributable specifically to its predilection for (2) cold and arid habitats, (3) particular soils, or to (4) chromosome evolution. Finally, we tested (5) whether Astragalus originated in central Asia as proposed and (6) whether niche evolutionary shifts were subsequently associated with the colonization of other continents. Results: Our results point to the importance of heterogeneity in the diversification of Astragalus, with upshifts associated with the earliest divergences but not strongly tied to any abiotic factor or biogeographic regionalization tested here. The only potential correlate with diversification we identified was chromosome number. Biogeographic shifts have a strong association with the abiotic environment and highlight the importance of central Asia as a biogeographic gateway. Conclusions: Our investigation shows the importance of phylogenetic and evolutionary studies of logistically challenging "mega‐radiations." Our findings reject any simple key innovation behind high diversity and underline the often nuanced, multifactorial processes leading to species‐rich clades. [ABSTRACT FROM AUTHOR]

• Astragalus is monophyletic dated to the mid Miocene. • The medifixed hair type and the annual habit each evolved multiple times. • Astragalus is supported to be sister to the Oxytropis + Coluteoid clade. • The atpF intron loss in the chloroplast genome is detected in the Oxytropis + Coluteoid clade. • Ten major clades were recovered in eastern Asian Astragalus. Astragalus , as the largest genus of the flowering plants, is well-known for its high species richness and morphological diversity. Previous studies suggested that many of the subgenera of Astragalus are not monophyletic and the phylogenetic relationships within the genus are still poorly known. In this study, we sampled 117 accessions of Astragalus and its close relatives, covering 55 sections of the genus plus 30 outgroup taxa to recover the main clades of eastern Asian Astragalus based on sequences of the whole chloroplast genome and 65 chloroplast CDSs. Astragalus is supported to be monophyletic and it is sister to the Oxytropis + Coluteoid clade. Within Astragalus , we recovered ten clades, and the ten clades differ substantially from Bunge's subgenera. The former segregate genus Astracantha is also monophyletic, but embedded within Astragalus s. str., supporting the merge of the spiny former genus Astracantha with Astragalus. We detected the atpF intron losses in the chloroplast genome of the Oxytropis + Coluteoid clade, i.e., the sister clade to Astragalus. Furthermore, we estimated the ancestral states of the trichome morphology and habit via the Bayesian Binary Method. The medifixed hair type is inferred to have developed at least five times and the annual habit originated at least six times. In addition, Astragalus is estimated to have originated in the mid Miocene (stem age, 16.09 Ma, 95% HPD: 12.46–20.50 Ma). The divergence times of the medifixed hair groups ranged from 4.03 to 0.87 Ma, mostly 2–1 Ma, which are correlated with the estimated phased uplifts of the Qinghai-Tibetan Plateau (QTP). We hypothesize that the uplifts of the QTP, which contributed to aridification in eastern Asia and the adjacent regions, may have accelerated the rapid speciation of Astragalus , especially the xerophilous groups (i.e. the medifixed hair groups). [ABSTRACT FROM AUTHOR]