TY - JOUR
T1 - Single cell dissection of plasma cell heterogeneity in symptomatic and asymptomatic myeloma
AU - Ledergor, Guy
AU - Weiner, Assaf
AU - Zada, Mor
AU - Wang, Shuang Yin
AU - Cohen, Yael C.
AU - Gatt, Moshe E.
AU - Snir, Nimrod
AU - Magen, Hila
AU - Koren-Michowitz, Maya
AU - Herzog-Tzarfati, Katrin
AU - Keren-Shaul, Hadas
AU - Bornstein, Chamutal
AU - Rotkopf, Ron
AU - Yofe, Ido
AU - David, Eyal
AU - Yellapantula, Venkata
AU - Kay, Sigalit
AU - Salai, Moshe
AU - Ben Yehuda, Dina
AU - Nagler, Arnon
AU - Shvidel, Lev
AU - Orr-Urtreger, Avi
AU - Halpern, Keren Bahar
AU - Itzkovitz, Shalev
AU - Landgren, Ola
AU - San-Miguel, Jesus
AU - Paiva, Bruno
AU - Keats, Jonathan J.
AU - Papaemmanuil, Elli
AU - Avivi, Irit
AU - Barbash, Gabriel I.
AU - Tanay, Amos
AU - Amit, Ido
N1 - Publisher Copyright:
© 2018, The Author(s), under exclusive licence to Springer Nature America, Inc.
PY - 2018/12/1
Y1 - 2018/12/1
N2 - Multiple myeloma, a plasma cell malignancy, is the second most common blood cancer. Despite extensive research, disease heterogeneity is poorly characterized, hampering efforts for early diagnosis and improved treatments. Here, we apply single cell RNA sequencing to study the heterogeneity of 40 individuals along the multiple myeloma progression spectrum, including 11 healthy controls, demonstrating high interindividual variability that can be explained by expression of known multiple myeloma drivers and additional putative factors. We identify extensive subclonal structures for 10 of 29 individuals with multiple myeloma. In asymptomatic individuals with early disease and in those with minimal residual disease post-treatment, we detect rare tumor plasma cells with molecular characteristics similar to those of active myeloma, with possible implications for personalized therapies. Single cell analysis of rare circulating tumor cells allows for accurate liquid biopsy and detection of malignant plasma cells, which reflect bone marrow disease. Our work establishes single cell RNA sequencing for dissecting blood malignancies and devising detailed molecular characterization of tumor cells in symptomatic and asymptomatic patients.
AB - Multiple myeloma, a plasma cell malignancy, is the second most common blood cancer. Despite extensive research, disease heterogeneity is poorly characterized, hampering efforts for early diagnosis and improved treatments. Here, we apply single cell RNA sequencing to study the heterogeneity of 40 individuals along the multiple myeloma progression spectrum, including 11 healthy controls, demonstrating high interindividual variability that can be explained by expression of known multiple myeloma drivers and additional putative factors. We identify extensive subclonal structures for 10 of 29 individuals with multiple myeloma. In asymptomatic individuals with early disease and in those with minimal residual disease post-treatment, we detect rare tumor plasma cells with molecular characteristics similar to those of active myeloma, with possible implications for personalized therapies. Single cell analysis of rare circulating tumor cells allows for accurate liquid biopsy and detection of malignant plasma cells, which reflect bone marrow disease. Our work establishes single cell RNA sequencing for dissecting blood malignancies and devising detailed molecular characterization of tumor cells in symptomatic and asymptomatic patients.
UR - http://www.scopus.com/inward/record.url?scp=85058029326&partnerID=8YFLogxK
U2 - 10.1038/s41591-018-0269-2
DO - 10.1038/s41591-018-0269-2
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C2 - 30523328
AN - SCOPUS:85058029326
SN - 1078-8956
VL - 24
SP - 1867
EP - 1876
JO - Nature Medicine
JF - Nature Medicine
IS - 12
ER -