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Megchelenbrink, W.

Publications and source records attributed to Megchelenbrink, W..

2 recordsLinked to original sources

Extensive patient-to-patient single nuclei transcriptome heterogeneity in pheochromocytomas and paragangliomas

Pheochromocytomas (PC) and paragangliomas (PG) are rare neuroendocrine tumors of varied genetic makeup, associated with high cardiovascular morbidity and a variable risk of malignancy. The source of the transcriptional heterogeneity of the disease and the underlying biological processes determining the outcome in PCPG remains largely unclear. We focused on PCPG tumors with germline SDHB and RET mutations, representing distinct prognostic groups with worse or better prognoses, respectively. We applied single-nuclei RNA sequencing (snRNA-seq) on tissue samples from 11 patients and found high patient-to-patient transcriptome heterogeneity of the neuroendocrine tumor cells. The tumor microenvironment also showed heterogeneous profiles mainly contributed by macrophages of the immune cell clusters and Schwann cells of the stroma. Performing non-negative matrix factorization we identified common transcriptional programs active in RET and SDHB as well as distinct modules? including neuronal development, hormone synthesis and secretion, and DNA replication. Comparison of the SDHB and RET transcriptomes with that of developmental stages of adrenal gland formation suggests different developmental stages at which PC and PG tumors appear to be arrested.

cancer biology↗

Longitudinal single-cell transcriptomics reveals distinct patterns of recurrence in acute myeloid leukemia

The heterogeneity and evolution of AML blasts can render therapeutic interventions ineffective in a yet poorly understood patient-specific manner. To gain insight into the clonal heterogeneity of diagnosis (Dx) and relapse (Re) pairs, we employed whole-exome sequencing and single-cell RNA-seq to longitudinally profile two t(8;21) (AML1-ETO = RUNX1-RUNX1T1), and four FLT3-ITD AML cases. The single cell RNA data underpinned the tumor heterogeneity amongst patient blasts. The Dx-Re transcriptomes of high risk FLT3-ITD pairs formed a continuum from extensively changed in the absence of significantly mutational changes in AML-associated genes to rather similar Dx-Re pair of an intermediate risk FLT3-ITD. In one high risk FLT3-ITD pair, a pathway switched from an AP-1 regulated network in Dx to mTOR signaling in Re. The distinct AML1-ETO pairs comprise clusters that share genes related to hematopoietic stem cell maintenance and cell migration suggesting that the Re leukemic stem cell-like (LSC-like) cells probably evolved from the Dx LSC-like cells. In summary, our study revealed a continuum from drastic transcriptional changes to extensive similarities between respective Dx-Re pairs that are poorly explained by the well-established model of clonal evolution. Our results suggest alternative and currently unappreciated and unexplored mechanisms leading to therapeutic resistance and AML recurrence.

cancer biology↗