JP2007020507A - Apparatus for culturing cell - Google Patents

Apparatus for culturing cell Download PDF

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JP2007020507A
JP2007020507A JP2005209495A JP2005209495A JP2007020507A JP 2007020507 A JP2007020507 A JP 2007020507A JP 2005209495 A JP2005209495 A JP 2005209495A JP 2005209495 A JP2005209495 A JP 2005209495A JP 2007020507 A JP2007020507 A JP 2007020507A
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cell
cells
culturing
interval
incubator
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JP4713261B2 (en
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Yoshihiro Komori
義広 小森
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Hitachi Healthcare Manufacturing Ltd
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Hitachi Medical Corp
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    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12MAPPARATUS FOR ENZYMOLOGY OR MICROBIOLOGY; APPARATUS FOR CULTURING MICROORGANISMS FOR PRODUCING BIOMASS, FOR GROWING CELLS OR FOR OBTAINING FERMENTATION OR METABOLIC PRODUCTS, i.e. BIOREACTORS OR FERMENTERS
    • C12M41/00Means for regulation, monitoring, measurement or control, e.g. flow regulation
    • C12M41/30Means for regulation, monitoring, measurement or control, e.g. flow regulation of concentration
    • C12M41/36Means for regulation, monitoring, measurement or control, e.g. flow regulation of concentration of biomass, e.g. colony counters or by turbidity measurements
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12MAPPARATUS FOR ENZYMOLOGY OR MICROBIOLOGY; APPARATUS FOR CULTURING MICROORGANISMS FOR PRODUCING BIOMASS, FOR GROWING CELLS OR FOR OBTAINING FERMENTATION OR METABOLIC PRODUCTS, i.e. BIOREACTORS OR FERMENTERS
    • C12M41/00Means for regulation, monitoring, measurement or control, e.g. flow regulation
    • C12M41/12Means for regulation, monitoring, measurement or control, e.g. flow regulation of temperature
    • C12M41/14Incubators; Climatic chambers

Abstract

<P>PROBLEM TO BE SOLVED: To provide an apparatus for culturing cells designed to judge the timing of completion of subculturing and culturing. <P>SOLUTION: The apparatus for culturing the cells is equipped with a photographing means 15 for photographing the cells in an incubator 17 during the culturing of the cells and a means for measuring the interval of the adjacent cells on the basis of photographed image information about the cells. The apparatus is further provided with a means for detecting the formation of colonies by density information about the cells obtained during the culturing of the cells. <P>COPYRIGHT: (C)2007,JPO&INPIT

Description

本発明は、接着性の細胞を培養する培養装置において、継代、培養終了のタイミングを画像処理により決定する細胞培養装置に関する。   The present invention relates to a cell culturing apparatus for culturing adhesive cells and determining the timing of passage and ending of culture by image processing.

画像処理により継代、培養終了の判定を行うには、培養中に細胞の増殖を検出する必要がある。従来、細胞数、細胞濃度、細胞占有面積を用いて細胞の増殖を検出する方法が提案されている(例えば、特許文献1)。あるいは細胞の増殖曲線(成長曲線)から増殖率の変化を検出し、増殖率が鈍化した時点で継代、培養終了の処置がなされている。コロニーを形成したまま長時間放置すると細胞の増殖が鈍ったり、分化したりするので、コロニーが形成されたら速やかに継代、培養終了の処理を講ずる必要がある。従来、コロニーの検出に関しては低倍率の対物レンズを用い、培養器を広範囲に撮影、その画像データの濃淡分布からコロニーの形成を検出している。
特開2001-275659号公報
In order to determine the passage and the end of culture by image processing, it is necessary to detect cell proliferation during the culture. Conventionally, a method for detecting cell proliferation using the number of cells, cell concentration, and cell occupation area has been proposed (for example, Patent Document 1). Alternatively, a change in the proliferation rate is detected from the cell proliferation curve (growth curve), and when the proliferation rate slows down, the passage and the end of the culture are performed. If the colony is left standing for a long time, the cell growth is slowed or differentiated. Therefore, when the colony is formed, it is necessary to immediately take the steps of passage and culturing. Conventionally, for colony detection, a low-magnification objective lens is used, the incubator is photographed over a wide area, and formation of colonies is detected from the light and shade distribution of the image data.
Japanese Patent Laid-Open No. 2001-275659

継代、培養終了のタイミングを判定するためには、細胞の増殖に相関するパラメータを用いて閾値判定する必要がある。細胞数、細胞濃度、細胞占有面積は細胞の増殖に相関のあるパラメータではあるが、隣り合う細胞がどれくらい接近して存在するかを直接的に表現していない。したがって、細胞数、細胞濃度、細胞占有面積よりも直接的に細胞の分散を表現するパラメータを導入し、培養中の細胞密度を管理することが望ましい。増殖曲線を得るためには一定時間ごとにデータを蓄積しなければならないが、データ欠損あるいはデータ消失が発生すると増殖率が鈍化した時刻を認識できなくなる。このことから、経時的な変化に依存しないアルゴリズムで細胞の分散を算出することが必要である。コロニー形成を検出するために低倍率対物レンズを用意することは、装置の大型化、部品点数の増加につながることから、1個の対物レンズで細胞の分散測定とコロニー検出をすることが必要となる。   In order to determine the timing of passage and completion of culture, it is necessary to determine a threshold value using a parameter that correlates with cell growth. The number of cells, the cell concentration, and the cell occupation area are parameters that correlate with cell growth, but do not directly represent how close adjacent cells exist. Therefore, it is desirable to manage the cell density during culture by introducing a parameter that directly expresses cell dispersion rather than the number of cells, cell concentration, and cell occupation area. In order to obtain a growth curve, data must be accumulated at regular intervals, but when data loss or data loss occurs, the time at which the growth rate slows down cannot be recognized. For this reason, it is necessary to calculate the cell dispersion using an algorithm that does not depend on changes over time. Preparing a low-magnification objective lens to detect colony formation leads to an increase in the size of the device and an increase in the number of parts, so it is necessary to measure cell dispersion and detect colonies with a single objective lens. Become.

上記課題を解決するために、以下の構成を提供する。細胞培養中に培養器内の細胞を撮影する撮影手段と、該撮影された細胞画像情報に基づいて隣り合う細胞の間隔を計測する。細胞間隔を算出するには、いくつかの処理が必要である。まず、撮影した細胞画像に対して細胞抽出処理を行う。次に、細胞部分のみを白色、細胞以外の部分を黒色とする二値化処理を行う。二値化処理は後の画像処理を簡単にするために行うものであって、必須ではない。次に細線化処理を行う。これは、二値化後の細胞部分の中心を通る線のみ抽出する処理である。抽出アルゴリズムによっては細胞部分が実際よりも太く抽出されたり、細く抽出されたりするので、中心を通る線で後述の細胞間隔を測定することにより、抽出アルゴリズムの誤差を少なくすることができるとともに、抽出アルゴリズムを簡略化できる利点がある。一方、抽出アルゴリズムの精度が高い場合や、細胞の大きさにばらつきがある場合は細線化処理を行わずに、二値化画像そのものから細胞間隔を計測する方が細胞の状態を正確に反映したものとなる。最後に細胞間隔計測処理を行う。これは、画像上に任意の方向を持つラインを設定し、そのライン上である細胞とその細胞と隣り合う細胞のピクセル数を計測する。任意の方向のラインとは画像のX方向、Y方向あるいは細胞に対する法線方向などである。細胞間隔の計測は1本のライン上で計測してもよいが、複数のラインを設定し計測する方が望ましい。   In order to solve the above problems, the following configuration is provided. An imaging means for imaging cells in the incubator during cell culture, and an interval between adjacent cells is measured based on the captured cell image information. Several processes are required to calculate the cell spacing. First, cell extraction processing is performed on the photographed cell image. Next, binarization processing is performed in which only the cell portion is white and the portion other than the cell is black. The binarization process is performed to simplify subsequent image processing, and is not essential. Next, a thinning process is performed. This is a process of extracting only the line passing through the center of the cell part after binarization. Depending on the extraction algorithm, the cell part is extracted thicker or thinner than the actual one, so measuring the cell interval described later with a line passing through the center can reduce the error of the extraction algorithm and extract it. There is an advantage that the algorithm can be simplified. On the other hand, if the accuracy of the extraction algorithm is high, or if the cell size varies, the cell state is more accurately reflected by measuring the cell interval from the binarized image itself without performing thinning processing. It will be a thing. Finally, a cell interval measurement process is performed. In this method, a line having an arbitrary direction is set on the image, and the number of pixels of cells on the line and cells adjacent to the cell are measured. The line in an arbitrary direction is the X direction, the Y direction, or the normal direction with respect to the cell. The cell interval may be measured on one line, but it is preferable to set and measure a plurality of lines.

また、前記細胞培養中に取得した細胞の疎密情報により、コロニーの形成を検出する手段を備える。コロニーが形成されると、1枚の画像の中で細胞が疎な部分と密な部分が発生することを利用する。前述の細胞抽出処理、二値化処理、細線化処理を実行した後、画像データを複数の領域に分割する。領域ごとに前述の細胞間隔計測処理を実行し、それぞれの領域での細胞間隔を比較することによりコロニー形成の検出を実現する。コロニー検出は細胞の密度を測定するのと同時に行われるため、処理時間の短縮にも貢献することができる。   In addition, it comprises means for detecting colony formation based on the cell density information acquired during the cell culture. When colonies are formed, the fact that cells are sparse and dense in one image is used. After performing the above-described cell extraction process, binarization process, and thinning process, the image data is divided into a plurality of regions. The above-described cell interval measurement process is executed for each region, and colony formation is detected by comparing the cell intervals in the respective regions. Colony detection is performed simultaneously with the measurement of cell density, which can contribute to shortening the processing time.

隣り合う細胞の間隔を計測することができ、継代、培養終了のタイミングを判定することが可能となる。さらに細胞の分散を捉える対物レンズでコロニーの形成を検出することが可能となり、コロニー形成による細胞への影響を抑えることができる。   It is possible to measure the interval between adjacent cells, and to determine the timing of passage and end of culture. Furthermore, it becomes possible to detect the formation of colonies with an objective lens that captures cell dispersion, and the influence on the cells due to colony formation can be suppressed.

以下、この発明の実施形態を図面に基づいて説明する。図1に模式的に示すように細胞培養装置11は、細胞培養に最適な温度、CO2濃度を提供する恒温槽10と細胞を培養する培養器17と、細胞を撮影するための対物レンズ16と、対物レンズ16のデータを電子化するカメラ15と、カメラ15から得られる画像データを操作端末19に転送するためのコンバータ18と、カメラ15を移動するためのカメラ駆動装置13と、培養器17を移動するための培養器駆動装置14、カメラ駆動装置13と培養器駆動装置14を制御するモータコントローラ12から構成されている。操作端末19からモータコントローラ12に移動命令を出すことにより、カメラ駆動装置13及び培養器駆動装置14がそれぞれX,Y方向へ作動し、培養器内の任意の位置の細胞をカメラ15で撮影することが可能である。   Embodiments of the present invention will be described below with reference to the drawings. As schematically shown in FIG. 1, the cell culture device 11 includes a thermostat 10 that provides an optimal temperature and CO2 concentration for cell culture, an incubator 17 for culturing cells, and an objective lens 16 for photographing cells. A camera 15 for digitizing the data of the objective lens 16, a converter 18 for transferring image data obtained from the camera 15 to the operation terminal 19, a camera driving device 13 for moving the camera 15, and an incubator 17 The incubator drive device 14 for moving the camera, the camera drive device 13 and the motor controller 12 for controlling the incubator drive device 14. By issuing a movement command from the operation terminal 19 to the motor controller 12, the camera driving device 13 and the incubator driving device 14 operate in the X and Y directions, respectively, and the camera 15 captures a cell at an arbitrary position in the incubator. It is possible.

図2は制御端末19を詳細に示した図である。制御端末19にはデータバス21を介して演算処理を行うCPU28と、CPU28が一時記憶領域として使用する主メモリ23と、画像データ、位置情報を格納する外部記憶装置24と、モータコントローラ12と通信するための通信ポート27と、操作画面を表示するモニタ22、ユーザの入力を受け付けるキーボード26とマウス25が設けられている。   FIG. 2 shows the control terminal 19 in detail. The control terminal 19 communicates with the CPU 28 that performs arithmetic processing via the data bus 21, the main memory 23 that the CPU 28 uses as a temporary storage area, the external storage device 24 that stores image data and position information, and the motor controller 12. A communication port 27 for performing the operation, a monitor 22 for displaying an operation screen, a keyboard 26 for accepting user input, and a mouse 25 are provided.

図3は図1に示す恒温槽10の斜視図である。図4は細胞間隔計測処理のフローチャートである。本図を用いて処理を詳細に説明する。細胞画像処理開始61により細胞間隔計測のための処理を開始する。画像データ取り込み62では、カメラ駆動装置13、培養器駆動装置14により決定された撮影位置の画像データをカメラ15、コンバータ18、データバス21を介して主メモリ23に転送する。細胞抽出処理63では、CPU28により閾値処理、差分処理などを行い、細胞部分を抽出し、主メモリ23に保存する。細胞部分の抽出は細胞の抽出ができればどのようなアルゴリズムでも構わない。次に二値化処理64を行う。これは、細胞抽出処理63で細胞部分と認識された画素の画素値を1に、それ以外の画素値を0にするものである。二値化処理64は必須ではないが、後述の処理が簡略化できるので実行するのが望ましい。細線化処理65は一つの細胞部分の画素を細胞の左右から削除して、細胞の中心を通る1画素の線にする処理である。細線化処理65は細胞の大きさのばらつき、細胞抽出処理63の精度により実行してもよいし、実行しなくともよい。つぎに領域分割処理66を実行する。これは1枚の画像をm×nの領域に分割するもので、図6は領域を2×2に分割した時の図である。各領域は同じ面積である必要はなく、コロニーの形成を検出しない場合は、分割しなくともよい。分割した個々の領域に対して細胞間隔計測処理67を実行する。   FIG. 3 is a perspective view of the thermostatic chamber 10 shown in FIG. FIG. 4 is a flowchart of the cell interval measurement process. The process will be described in detail with reference to FIG. The cell image processing start 61 starts processing for cell interval measurement. In the image data capturing 62, the image data at the photographing position determined by the camera driving device 13 and the incubator driving device 14 is transferred to the main memory 23 via the camera 15, the converter 18 and the data bus 21. In the cell extraction process 63, the CPU 28 performs threshold processing, difference processing, and the like to extract cell portions and store them in the main memory 23. The extraction of the cell portion may be any algorithm as long as the cells can be extracted. Next, binarization processing 64 is performed. This is to set the pixel value of a pixel recognized as a cell part in the cell extraction process 63 to 1 and set the other pixel values to 0. The binarization process 64 is not essential, but it is desirable to execute it because the process described later can be simplified. The thinning process 65 is a process of deleting a pixel of one cell portion from the left and right of the cell to form a line of one pixel passing through the center of the cell. The thinning process 65 may or may not be executed depending on the variation in cell size and the accuracy of the cell extraction process 63. Next, an area division process 66 is executed. In this case, one image is divided into m × n regions, and FIG. 6 is a diagram when the region is divided into 2 × 2. Each region does not need to have the same area, and may not be divided if colony formation is not detected. A cell interval measurement process 67 is executed for each divided area.

細胞間隔計測処理67では図5に示すように画像上に計測ライン52を設定し、計測ライン52に沿って隣り合う細胞の間隔、細胞間隔51を計測する。図5ではX方向の計測ラインを用いているが、任意の傾きを持つ直線あるいは曲線を計測ラインとして用いてもよく、複数の計測ラインを用いることが精度向上のために望ましい。さらに細胞画像処理61を培養器上の複数の点で実行し、複数の点で細胞間隔が指定した値を下回ったときに継代・回収するのが望ましい。   In the cell interval measurement process 67, as shown in FIG. 5, a measurement line 52 is set on the image, and the interval between adjacent cells and the cell interval 51 are measured along the measurement line 52. Although a measurement line in the X direction is used in FIG. 5, a straight line or a curve having an arbitrary inclination may be used as the measurement line, and it is desirable to use a plurality of measurement lines for improving accuracy. Further, it is desirable that the cell image processing 61 is executed at a plurality of points on the incubator, and passage and collection are performed when the cell interval falls below a specified value at a plurality of points.

図6はコロニーが形成されたときの画像で、分割領域の左上、右上、左下、右下の細胞間隔はそれぞれ49、21、42、13ピクセルとなり、画像の右半分、特に右下の領域がコロニーを形成していることを示している。   Fig. 6 shows an image when a colony is formed.The cell spacing in the upper left, upper right, lower left, and lower right of the divided areas is 49, 21, 42, and 13 pixels, respectively, and the right half of the image, especially the lower right area, is shown. It shows that a colony is formed.

図7は培養中の細胞間隔の変化をグラフにしたものであり、細胞の増殖は細胞間隔と相関関係があり、増殖曲線のように経時的にデータを収集しなくても、継代、培養終了の判定が可能であることを示している。   Fig. 7 is a graph of changes in cell spacing during culture. Cell growth correlates with cell spacing, and even if data is not collected over time as in a growth curve, subculture and culture are performed. It indicates that the end can be determined.

本発明の細胞培養装置を示す模式図。The schematic diagram which shows the cell culture apparatus of this invention. 本発明の操作端末のブロック図。The block diagram of the operation terminal of this invention. 本発明の恒温槽を示す斜視図。The perspective view which shows the thermostat of this invention. 本発明の処理フローチャート。The process flowchart of this invention. 本発明の細胞間隔計測図。The cell interval measurement figure of this invention. 本発明のコロニー形成の画像。The image of colony formation of this invention. 本発明の培養日数と細胞間隔のグラフ。The graph of the culture | cultivation days of this invention and a cell space | interval.

符号の説明Explanation of symbols

11 細胞培養装置、12 モータコントローラ、13 カメラ駆動装置、14 培養器駆動装置、15 カメラ、16 対物レンズ、17 培養器   11 Cell culture device, 12 Motor controller, 13 Camera drive device, 14 Incubator drive device, 15 Camera, 16 Objective lens, 17 Incubator

Claims (2)

細胞培養中に培養器内の細胞を撮影する撮影手段と、該撮影された細胞画像情報に基づいて隣り合う細胞の間隔を計測する手段とを備えた細胞培養装置。   A cell culture apparatus comprising imaging means for imaging cells in an incubator during cell culture, and means for measuring an interval between adjacent cells based on the taken cell image information. 前記細胞培養中に取得した細胞の疎密情報により、コロニーの形成を検出する手段を備えることを特徴とする請求項1記載の細胞培養装置。   The cell culture device according to claim 1, further comprising means for detecting colony formation based on the cell density information acquired during the cell culture.
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JP2015130828A (en) * 2014-01-14 2015-07-23 株式会社Screenホールディングス Device for specifying cell colony region, and method and program for specifying cell colony region
WO2015107770A1 (en) * 2014-01-14 2015-07-23 株式会社Screenホールディングス Cell colony region identification device, cell colony region identification method, and recording medium
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