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The amplification of the gene MYCN (V-myc myelocytomatosis viral-valeted oncogene, neuroblastoma derived) has been a well-documented indicator for poor prognosis in neuroblastoma, a childhood cancer. Unfortunately, there has been limited…

Tumor growth is a complex process characterized by uncontrolled cell proliferation and invasion of neighboring tissues. The understanding of these phenomena is of vital importance to establish appropriate diagnosis and therapeutic strategy…

组织与器官 · 定量生物学 2019-10-23 Miguel Martín-Landrove , Francisco Torres-Hoyos , Antonio Rueda-Toicen

Medulloblastoma (MB) is the most common malignant brain tumor in childhood. The diagnosis is generally based on the microscopic evaluation of histopathological tissue slides. However, visual-only assessment of histopathological patterns is…

图像与视频处理 · 电气工程与系统科学 2021-09-14 Marcel Bengs , Michael Bockmayr , Ulrich Schüller , Alexander Schlaefer

Cancer is increasingly perceived as a systems-level, network phenomenon. The major trend of malignant transformation can be described as a two-phase process, where an initial increase of network plasticity is followed by a decrease of…

Glioma is the most common form of primary brain tumor. Demographically, the risk of occurrence increases until old age. Here we present a novel computational model to reproduce the probability of glioma incidence across the lifespan.…

细胞行为 · 定量生物学 2015-03-23 Roman Bauer , Marcus Kaiser , Elizabeth Stoll

In this review we summarize our recent efforts in trying to understand the role of heterogeneity in cancer progression by using neural networks to characterise different aspects of the mapping from a cancer cells genotype and environment to…

组织与器官 · 定量生物学 2014-04-29 Philip Gerlee , Eunjung Kim , Alexander R. A. Anderson

Cancers remain the lead cause of disease-related, pediatric death in North America. The emerging field of complex systems has redefined cancer networks as a computational system with intractable algorithmic complexity. Herein, a tumor and…

其他定量生物学 · 定量生物学 2021-08-31 Abicumaran Uthamacumaran

Pediatric central nervous system tumors are the leading cause of cancer-related deaths in children. The five-year survival rate for high-grade glioma in children is less than 20%. The development of new treatments is dependent upon…

图像与视频处理 · 电气工程与系统科学 2025-07-01 Anahita Fathi Kazerooni , Nastaran Khalili , Xinyang Liu , Debanjan Haldar , Zhifan Jiang , Anna Zapaishchykova , Julija Pavaine , Lubdha M. Shah , Blaise V. Jones , Nakul Sheth , Sanjay P. Prabhu , Aaron S. McAllister , Wenxin Tu , Khanak K. Nandolia , Andres F. Rodriguez , Ibraheem Salman Shaikh , Mariana Sanchez Montano , Hollie Anne Lai , Maruf Adewole , Jake Albrecht , Udunna Anazodo , Hannah Anderson , Syed Muhammed Anwar , Alejandro Aristizabal , Sina Bagheri , Ujjwal Baid , Timothy Bergquist , Austin J. Borja , Evan Calabrese , Verena Chung , Gian-Marco Conte , James Eddy , Ivan Ezhov , Ariana M. Familiar , Keyvan Farahani , Deep Gandhi , Anurag Gottipati , Shuvanjan Haldar , Juan Eugenio Iglesias , Anastasia Janas , Elaine Elaine , Alexandros Karargyris , Hasan Kassem , Neda Khalili , Florian Kofler , Dominic LaBella , Koen Van Leemput , Hongwei B. Li , Nazanin Maleki , Zeke Meier , Bjoern Menze , Ahmed W. Moawad , Sarthak Pati , Marie Piraud , Tina Poussaint , Zachary J. Reitman , Jeffrey D. Rudie , Rachit Saluja , MIcah Sheller , Russell Takeshi Shinohara , Karthik Viswanathan , Chunhao Wang , Benedikt Wiestler , Walter F. Wiggins , Christos Davatzikos , Phillip B. Storm , Miriam Bornhorst , Roger Packer , Trent Hummel , Peter de Blank , Lindsey Hoffman , Mariam Aboian , Ali Nabavizadeh , Jeffrey B. Ware , Benjamin H. Kann , Brian Rood , Adam Resnick , Spyridon Bakas , Arastoo Vossough , Marius George Linguraru

Pediatric tumors of the central nervous system are the most common cause of cancer-related death in children. The five-year survival rate for high-grade gliomas in children is less than 20\%. Due to their rarity, the diagnosis of these…

In this work, we develop a stochastic multiscale model for glioma growth and invasion in the brain, incorporating the effects of therapeutic interventions. The model accounts for tumor cell migration influenced by brain tissue heterogeneity…

细胞行为 · 定量生物学 2026-02-10 Martina Conte , Sandesh Hiremath , Christina Surulescu

Autopsy studies of adults dying of non-cancer causes have shown that virtually all of us possess occult, cancerous lesions. This suggests that, for most individuals, cancer will become dormant and not progress, while only in some will it…

定量方法 · 定量生物学 2014-06-06 Sébastien Benzekry , Alberto Gandolfi , Philip Hahnfeldt

Cancer is a complex disease driven by dynamic regulatory shifts that cannot be fully captured by individual molecular profiling. We employ a data-driven approach to construct a coarse-grained dynamic network model based on hallmark…

定量方法 · 定量生物学 2025-02-28 Jiahe Wang , Yan Wu , Yuke Hou , Yang Li , Dachuan Xu , Changjing Zhuge , Yue Han

Glioblastoma is the most malignant type of central nervous system tumor with GBM subtypes cleaved based on molecular level gene alterations. These alterations are also happened to affect the histology. Thus, it can cause visible changes in…

Medulloblastoma (MB) is a primary central nervous system tumor and the most common malignant brain cancer among children. Neuropathologists perform microscopic inspection of histopathological tissue slides under a microscope to assess the…

图像与视频处理 · 电气工程与系统科学 2021-09-15 Marcel Bengs , Satish Pant , Michael Bockmayr , Ulrich Schüller , Alexander Schlaefer

Motivation. Cancer heterogeneity is observed at multiple biological levels. To improve our understanding of these differences and their relevance in medicine, approaches to link organ- and tissue-level information from diagnostic images and…

定量方法 · 定量生物学 2020-05-19 Nova F. Smedley , Suzie El-Saden , William Hsu

There is a widening recognition that cancer cells are products of complex developmental processes. Carcinogenesis and metastasis formation are increasingly described as systems-level, network phenomena. Here we propose that malignant…

分子网络 · 定量生物学 2013-09-18 David M. Gyurko , Daniel V. Veres , Dezso Modos , Katalin Lenti , Tamas Korcsmaros , Peter Csermely

Highly malignant brain tumors such as Glioblastoma Multiforme (GBM) form complex growth patterns in vitro in which invasive cells organize in tenuous branches. Here, we formulate a chemotaxis model for this sort of growth. A key element…

生物物理 · 物理学 2009-11-07 Leonard M. Sander , Thomas S. Deisboeck

Drug resistance and metastasis - the major complications in cancer - both entail adaptation of cancer cells to stress, whether a drug or a lethal new environment. Intriguingly, these adaptive processes share similar features that cannot be…

分子网络 · 定量生物学 2021-09-28 Aseel Shomar , Omri Barak , Naama Brenner

The growth of abnormal cells in the brain's tissue causes brain tumors. Brain tumors are considered one of the most dangerous disorders in children and adults. It develops quickly, and the patient's survival prospects are slim if not…

In 2015 in the United States 612,000 persons died from cancer whereas only 470 died from tuberculosis (TB), a disease which was the main cause of death around 1900. How can one explain such a key discrepancy in treatment progress? A…

组织与器官 · 定量生物学 2018-05-16 Peter Richmond , Bertrand M. Roehner