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分形几何学可精确识别癌细胞   [复制链接]

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楼主
发表于 2011-9-9 12:59 |只看该作者 |倒序浏览 |打印
本帖最后由 sunsong7 于 2011-9-9 13:03 编辑
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1 p7 L# M  N# \5 l2 c2011年07月08日 15:14   来源:科技日报   王小龙
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     虽然科学家们早就知道癌细胞和健康细胞在外形上存在较大区别,但由于缺乏相应的理论和识别标准,目前的癌症检测仍以生化方法为主。据美国物理学家组织网7月7日报道,美国克拉克森大学的研究人员发现,与健康细胞相比,癌细胞在外观上具有更为显著的分形特征。初步实验显示,以此为依据的检测均获得了极高的准确度。新法有望使传统非侵入式癌症检测方法的精度获得大幅提升。相关论文发表在《物理评论快报》上。
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    分形是与传统几何学相对的一个概念,可以将其理解为一种粗糙和零碎的几何形状。它由大量不规则曲线构成,但在任意小的尺度上都有着精细的结构,如果将其分为不同的部分,不论大小,每一部分的形状都和整体一样,这样的图形也被称为“自相似”图形。以雪花为例,在显微镜下,无论是1毫米、1/10毫米还是1/1000毫米的尺度,雪花边缘上的图案和形状几乎是相同的。往大里讲,无论是天空中星系团的位置,还是地面蜿蜒的河流,或是树上的一片叶子,都存在着分形特征。而对人体而言,以一段较长的时间来看,呼吸和心跳的节奏也具有分形特征。
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6 C; E. L9 K/ Q2 I4 E6 K+ \    正是因为注意到了这一点,美国克拉克森大学的研究人员提出了通过分形几何学识别癌细胞的设想。负责该项研究的伊戈尔·索科洛夫和同事利用原子力显微镜,在1纳米(100万分之一毫米)的精度上对取自人类子宫颈的健康细胞和癌细胞的外形进行了对比。不同于以往只获得细胞的二维结构图像,新研究采用全新的方法对细胞的三维图像进行研究。测量结果显示,癌细胞在外形上具有显著的分形特征,而健康细胞却并不明显。
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    索科洛夫说,目前在宫颈癌检测上,如巴氏涂片、液基细胞学检测等方法都是有效和非侵入性的,但准确性较差,尤其是较早的巴氏涂片法,经常得出一些模棱两可的结论。而使用新的图像检测方法,对来自12位患者的300个细胞样本进行检查的结果表明,其准确度接近100%。据此他断言,基于物理的方法,将达到甚至超过传统生化检测方法在单细胞水平上的检测能力。下一步,索科洛夫的研究小组计划扩大测试规模,以对该技术作进一步的验证。此外,他们还计划对健康细胞在癌变过程中的分形特征展开研究。
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    普林斯顿大学生物物理学专家罗伯特·奥斯汀说,或许类似的研究正是将癌细胞的物理学特质与生化特征联系起来的第一步,随着研究的深入,它将加速科学家对癌细胞了解,最终帮助人们在击败癌症上获得更大的主动权。 (责任编辑:符仲明)1 x4 |0 W4 `! H( t8 v( O

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2 f( [0 f  |" x& S$ L【扩展阅读】分形(fractal)——科学 vs 艺术 http://www.stemcell8.cn/home-space-uid-6268-do-blog-id-1036.html
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发表于 2011-9-9 13:19 |只看该作者
本帖最后由 naturalkillerce 于 2011-9-9 13:20 编辑
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$ I6 v% e9 V4 K$ ~  P% s回复 sunsong7 的帖子4 W" n' I' f* g, h2 X6 e1 y/ B) z

+ X9 `; \7 t: v8 i- K  y9 bSearching for fractals may help cancer cell testing
1 d0 E# {. {+ p/ u( G, FJuly 6, 2011 By Phillip F. Schewe
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2 h' K# J: ]+ H( e7 SResearchers were able to determine a cell's ability to cling onto nearby objects and mapped the adhesion points of certain cells.Credit: Victor Sokolov
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Scientists have long known that healthy cells looked and behaved differently from cancer cells. For instance, the nuclei of healthy cells -- the inner part of the cells where the chromosomes are stored -- tend to have a rounder surface than the nuclei in cancerous cells.  
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7 ?  e4 r, I2 EA new experiment looks at the shapes of healthy and cancerous cells taken from the human cervix and has attempted to quantify the geometrical differences between them. The research, carried out at Clarkson University in Potsdam, N.Y. finds that the cancerous cells show more fractal behavior than healthy cells.
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' ^' m) W: m2 ?. Y1 r  K1 FFractal is the name used for heavily indented curves or shapes that look very similar over a variety of size scales. For example, the edge of a snowflake, when observed with a microscope, has a lacelike structure that looks the same whether at the level of a millimeter, or a tenth of a millimeter, or even a thousandth of a millimeter. The position of galaxy clusters in the sky seems to be fractal. So does the snaking geometry of streams in a river valley, or the foliage of leaves on a tree. The shape of coastlines and clouds reveals a fractal, "self-similar" geometry. Even the "drip" paintings of Jackson Pollack are fractal.
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6 U. W! C" d5 i. V) Y* v# u7 aFractal geometry apparently also appears in the human body. The pattern of heartbeats over long intervals looks fractal. How about the geometry of cells? And could the observation of fractal geometry be used to identify cancer cells?  U) [4 H+ d& o* q

1 w2 g  D5 P! H$ }# \The above figure shows a cell imaged by SEM (scanning electron microscope) and AFM (atomic force microscope). Credit: Victor Sokolov. d0 F9 |( H6 E+ ^% F+ v
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Igor Sokolov and his Clarkson colleagues used an atomic force microscope to view cells down to the level of one nanometer, or a billionth of a meter (one-millionth of a millimeter). Just as the needle on a record player rides over the groove of a rotating vinyl record to read out the music stored on the record's surface, so the sharp needle forming the heart of an atomic force microscope rides above a sample reading out the contours of matter just below at nearly atomic resolution.  
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8 L0 x6 ^  Z5 l+ F& D: {Previous studies of cells at the microscopic level produced two-dimensional maps of the cells' surface. The new study produces not only three-dimensional surface maps of geometry. But with their atomic force microscope device the Clarkson scientists can also map properties such as the rigidity of the cells at various points on its surface or a cell's adhesion, its ability to cling to a nearby object, such as the needle probe of the atomic force microscope itself.   
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The Clarkson measurements show that cancerous cells feature a consistent fractal geometry, while healthy cells show some fractal properties but in an ambiguous way. The fact that the adhesive map is fractal for cancerous cells but not for healthy cells was not known before.
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: ~( }3 |( g7 V/ p9 VBeing able to differentiate clearly between healthy and cancerous cells would be important step toward a definitive diagnosis of cancer. Can a fractal measurement of cells serve as such a test for malignancy?
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% m2 m, q# @' p7 @+ N  x4 l9 ?1 oSokolov believes it can.  
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' n( Z! ^6 {( J7 X; s$ A"The existing cytological screening tests for cervical cancer, like Pap smear, and liquid-based cytology, are effective and non-invasive, but are insufficiently accurate," said Sokolov.  
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These tests determine the presence of suspicious abnormal cells with sensitivity levels ranging from 80 percent all the way down to 30 percent, for an average of 47 percent.  * [& J& Q4 [0 J8 |& P  ^
The fractal criterion used in the Clarkson work was 100 percent accurate in identifying the cancerous nature of 300 cells derived from 12 human subjects, Sokolov said. He intends now to undertake a much wider test.  7 B# H: A/ J7 ~" W" D

8 r! J& t' @  ?2 ^: W"We expect that the methodology based on our finding will substantially increase the accuracy of early non-invasive detection of cervical cancer using cytological tests," Sokolov said.  
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4 y. q# |, Y( z/ z4 Z( iThe above image shows a side-by-side comparison of the adhesion for the surface of a cancer cell -- in this case, the cell attached to the needle probe of the atomic force microscope itself. Credit: Victor Sokolov
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Sokolov asserts that physics-based methods, such as his atomic force microscope maps of cells, will complement or even exceed in detection ability the more traditional biochemical analysis carried out at the single cell level.
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1 W7 b+ r+ s/ N& \"We also plan to study how fractal behavior changes during cancerous transformation, when a normal cell turns into a fully developed malignant cell, one with a high degree of invasiveness and the ability to reproduce itself uncontrollably," Sokolov added.6 K0 i" ?* A/ a% s0 n
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Robert Austin, an expert on biological physics at Princeton University in N.J., believes it is important to learn more about the properties that make cancer cells lethal, such as their ability to metastasize, to invade new parts of the body. About the Clarkson paper, which is appearing in the journal Physical Review Letters, Austin said "Perhaps this is a step in the direction of connecting physical aspects of cancer cells with the biological reality that their proliferation and invasiveness is what makes them deadly."
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藤椅
发表于 2011-9-9 13:25 |只看该作者
回复 sunsong7 的帖子0 S2 i6 L9 K' N

) N3 @5 j  H7 z6 A( F/ x" bSearching for fractals may help cancer cell testing/ W+ M* L5 |* V+ d
即分形可能有助于细胞测试。
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该研究于July 8, 2011发表在Physical Review Letters上,论文信息为:
+ d' e& X) _; h0 Q2 {, `Cell Surface as a Fractal: Normal and Cancerous Cervical Cells Demonstrate Different Fractal Behavior of Surface Adhesion Maps at the Nanoscale. Phys. Rev. Lett. 107, 028101 (2011). DOI:10.1103/PhysRevLett.107.028101. http://prl.aps.org/abstract/PRL/v107/i2/e028101
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板凳
发表于 2011-9-9 19:34 |只看该作者
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本帖最后由 细胞海洋 于 2011-9-9 20:01 编辑 % ~- ?3 E% v: A. f

! x7 U9 M+ q. v- q! e  ?肿瘤分形教程PPT' K% B! S8 A) N! P% C) \5 ]
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