淡紫擬青黴菌於1910年由美國真菌學家查爾斯·索姆(英語:Charles Thom)發表描述,當時被歸入青黴屬中,學名為Penicillium lilacinum[7]。1974年Robert A. Samson將其改歸入擬青黴屬(Paecilomyces)[5]。2000年代的研究發現擬青黴屬非單系群[8][9],後有學者發表新屬紫孢霉屬(Purpureocillium)並將本種分入其中,屬名意指「紫色的孢子」,得名自該屬真菌紫色的分生孢子[10],本種的分生孢子呈橢圓形至梭形,由菌絲末端的特化結構瓶梗產生,分散排列成鏈狀結構,表面光滑至稍微粗糙,尚未觀察到厚垣孢子;菌絲為透明,寬2.5-4微米[5]。
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