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Background: Distinctive heterogeneity characterizes diffuse large B-cell lymphoma (DLBCL), one of the most frequent types of non-Hodgkin's lymphoma. Mitochondria have been demonstrated to be closely involved in tumorigenesis and progression, particularly in DLBCL.

Objective: The purposes of this study were to identify the prognostic mitochondria-related genes (MRGs) in DLBCL, and to develop a risk model based on MRGs and machine learning algorithms.

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Purpose: To highlight a case report of high-grade primary lacrimal sac Burkitt lymphoma in a young adult.

Observation: A 25-year-old gentleman was referred to the oculoplastic center for left eye medial canthal progressive swelling at the level below the medial canthal tendon for two months associated with tearing. He was initially treated for preseptal cellulitis but failed to respond to antibiotics.

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This is an unusual case of primary central nervous system lymphoma (PCNSL) with isolated third cranial nerve palsy as the initial manifestation. Neurolymphomatosis (NL) is a rare manifestation of PCNSL. While NL is a rare manifestation of PCNSL, primary vitreoretinal lymphoma (PVRL) can be the presenting feature or a later-involved manifestation.

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Primary breast Burkitt lymphoma is an aggressive subtype of non-Hodgkin lymphoma (NHL) and extremely rare. Burkitt lymphoma involving both breasts during pregnancy was a rare condition with fifteen cases reported in literature. We present a case of a 19-year-old 36 weeks pregnant woman who came for a check-up due to bilateral breast swelling.

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Background: Research on fertility preservation among women diagnosed with lymphoma is very limited. We aimed to assess the receipt of fertility preservation information and use of fertility preservation among women diagnosed with lymphoma.

Methods: This was a retrospective, single-centre study.

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