Defining the genetic chaos in myeloma.
نویسنده
چکیده
Progress in understanding the malignant transformations that occur in multiple myeloma (MM) plasma cells has been slow, largely due to the significant heterogeneity of genetic and signaling abnormalities, which include extensive chromosomal abnormalities, gene mutations, and deregulated proliferative and apoptotic pathways—indeed, a genetic chaos. Moreover, it remains a major controversy to identify the clonal precursor(s) of the malignant plasma cell. Current prognostic markers have been inadequate to accurately define disease progression, therapeutic response, and clinical outcome. Dr John Shaughnessy and colleagues (page 1745) are first off the block to assemble a high-density microarray of MM plasma cells and to demonstrate that the MM plasma cells are distinctly different than normal plasma cells. In the work presented by Zhan and colleagues, purified plasma cells from 74 newly diagnosed patients and 31 healthy donors were examined for expression of 5 483 genes contained on the Affymetrix HuGeneFL GeneChip. Although the HuGeneFL GeneChip is an early chip design that has been replaced by more extensive and refined gene probe sets, the data presented provide a compelling new definition of MM subgroups and identify a number of new genes as potential therapeutic targets. Hierarchical clustering of plasma cell gene expression demonstrated 4 distinct genetic subgroups. Using links to clinical databases for the patients, the genetic profiles were correlated with clinical outcomes. Many of the genes that distinguish the malignant plasma cell from normal plasma cells were not surprising, though these expectations solidify the validity of the results. The most significant gene expression changes differentiating the MM1 (which included the benign PC dyscrasia, MGUS) and MM4 subgroups code for activities that implicate MM4 as having a more proliferative phenotype and show close similarities with a variety of MM cell lines (validating use of cell line models, at least for the MM4 subgroup). Beyond the clustering of gene expression, Zhan and colleagues identified gene expression spikes in subsets, which reflect the genetic heterogeneity, some of which correlate with genes known to be deregulated by chromosomal translocations. This first written report provides a snapshot of genetic abnormalities that may contribute to the malignant MM phenotype, and additional data presented at the recent ASH meeting have been extended to nearly 150 patients. We certainly anticipate that ongoing efforts to use gene profiling to identify classes of genes may provide a new framework for studying the biology of the disease, mechanisms for its progression, and potential therapeutic targets. And not withstanding the power of gene profiling, protein and signaling profiles will add important components to fully understand and treat this malignancy. —Brian Van Ness University of Minnesota 1504
منابع مشابه
A Novel Image Encryption Model Based on Hybridization of Genetic Algorithm, Chaos Theory and Lattice Map
Encryption is an important issue in information security which is usually provided using a reversible mathematical model. Digital image as a most frequently used digital product needs special encryption algorithms. This paper presents a new encryption algorithm high security for digital gray images using genetic algorithm and Lattice Map function. At the first the initial value of Logistic Map ...
متن کاملNonlinear Multiuser Receiver for Optimized Chaos-Based DS-CDMA Systems
Chaos based communications have drawn increasing attention over the past years. Chaotic signals are derived from non-linear dynamic systems. They are aperiodic, broadband and deterministic signals that appear random in the time domain. Because of these properties, chaotic signals have been proposed to generate spreading sequences for wide-band secure communication recently. Like conventional DS...
متن کاملVoltage profile improvement through online dynamic voltage restorer controlled by chaos-based genetic algorithm
Improving reliability indices, increasing the grid production capacity, reducing power loss during peak periods and fuel cost, and economic and environmental considerations on the one hand, and the progresses made in the field of semiconductor devices on the other hand, are some of the factors that increase the penetration of the renewable energy sources to the distributed network. When the pho...
متن کاملDefining appropriate model for genetic analysis of milk yield in different lactations of Iranian Holstein cows
In this study, appropriate genetic co (variance) structure across ages of milk production in the Iranian Holstein cows was modeled using 35167 records originated from 1098 sires and 27236 dams. These data were collected from 110 herds during 2011 to 2015 by the Iranian Animal Breeding Center. For all lactations, birth year, birth month, calving year, calving season, calving month, age and herd ...
متن کاملAn Optimized PID for Capsubots using Modified Chaotic Genetic Algorithm (RESEARCH NOTE)
This paper proposes a design for a mesoscale capsule robot which can be used in gaining diagnostic data and delivering medical treatment in inaccessible parts of the human body. A novel approach is presented for the capsule robot control: A PID-controlled closed-loop approach. A modified chaotic genetic algorithm will be used to optimize the coefficients of PID controller. Then, simulation will...
متن کاملIIR System Identification Using Improved Harmony Search Algorithm with Chaos
Due to the fact that the error surface of adaptive infinite impulse response (IIR) systems is generally nonlinear and multimodal, the conventional derivative based techniques fail when used in adaptive identification of such systems. In this case, global optimization techniques are required in order to avoid the local minima. Harmony search (HS), a musical inspired metaheuristic, is a recently ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Blood
دوره 99 5 شماره
صفحات -
تاریخ انتشار 2002