EP4065687A1 - A device for topography study, and associated template moulds and methods - Google Patents
A device for topography study, and associated template moulds and methodsInfo
- Publication number
- EP4065687A1 EP4065687A1 EP20891717.9A EP20891717A EP4065687A1 EP 4065687 A1 EP4065687 A1 EP 4065687A1 EP 20891717 A EP20891717 A EP 20891717A EP 4065687 A1 EP4065687 A1 EP 4065687A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- cells
- cell
- area
- test areas
- designated cell
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Withdrawn
Links
Classifications
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- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12M—APPARATUS 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
- C12M41/00—Means for regulation, monitoring, measurement or control, e.g. flow regulation
- C12M41/46—Means for regulation, monitoring, measurement or control, e.g. flow regulation of cellular or enzymatic activity or functionality, e.g. cell viability
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
- B01L—CHEMICAL OR PHYSICAL LABORATORY APPARATUS FOR GENERAL USE
- B01L3/00—Containers or dishes for laboratory use, e.g. laboratory glassware; Droppers
- B01L3/50—Containers for the purpose of retaining a material to be analysed, e.g. test tubes
- B01L3/502—Containers for the purpose of retaining a material to be analysed, e.g. test tubes with fluid transport, e.g. in multi-compartment structures
- B01L3/5027—Containers for the purpose of retaining a material to be analysed, e.g. test tubes with fluid transport, e.g. in multi-compartment structures by integrated microfluidic structures, i.e. dimensions of channels and chambers are such that surface tension forces are important, e.g. lab-on-a-chip
- B01L3/502746—Containers for the purpose of retaining a material to be analysed, e.g. test tubes with fluid transport, e.g. in multi-compartment structures by integrated microfluidic structures, i.e. dimensions of channels and chambers are such that surface tension forces are important, e.g. lab-on-a-chip characterised by the means for controlling flow resistance, e.g. flow controllers, baffles or throttle valves
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- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12M—APPARATUS 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
- C12M23/00—Constructional details, e.g. recesses, hinges
- C12M23/20—Material Coatings
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- C—CHEMISTRY; METALLURGY
- C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
- C12M—APPARATUS 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
- C12M23/00—Constructional details, e.g. recesses, hinges
- C12M23/34—Internal compartments or partitions
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
- B01L—CHEMICAL OR PHYSICAL LABORATORY APPARATUS FOR GENERAL USE
- B01L2200/00—Solutions for specific problems relating to chemical or physical laboratory apparatus
- B01L2200/06—Fluid handling related problems
- B01L2200/0647—Handling flowable solids, e.g. microscopic beads, cells, particles
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
- B01L—CHEMICAL OR PHYSICAL LABORATORY APPARATUS FOR GENERAL USE
- B01L2300/00—Additional constructional details
- B01L2300/08—Geometry, shape and general structure
- B01L2300/0803—Disc shape
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
- B01L—CHEMICAL OR PHYSICAL LABORATORY APPARATUS FOR GENERAL USE
- B01L2300/00—Additional constructional details
- B01L2300/08—Geometry, shape and general structure
- B01L2300/0848—Specific forms of parts of containers
- B01L2300/0851—Bottom walls
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
- B01L—CHEMICAL OR PHYSICAL LABORATORY APPARATUS FOR GENERAL USE
- B01L2300/00—Additional constructional details
- B01L2300/08—Geometry, shape and general structure
- B01L2300/0861—Configuration of multiple channels and/or chambers in a single devices
- B01L2300/0864—Configuration of multiple channels and/or chambers in a single devices comprising only one inlet and multiple receiving wells, e.g. for separation, splitting
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B01—PHYSICAL OR CHEMICAL PROCESSES OR APPARATUS IN GENERAL
- B01L—CHEMICAL OR PHYSICAL LABORATORY APPARATUS FOR GENERAL USE
- B01L2400/00—Moving or stopping fluids
- B01L2400/08—Regulating or influencing the flow resistance
- B01L2400/084—Passive control of flow resistance
- B01L2400/086—Passive control of flow resistance using baffles or other fixed flow obstructions
Definitions
- the present disclosure relates broadly to a device for topography study (e.g. studying/evaluating biomaterials, extracellular matrix and/or topography related cell behaviour such as cell migration behaviour), and associated template moulds and methods.
- a device for topography study comprising: a designated cell reservoir area for allowing cells to be seeded thereon; a designated cell migratory area for allowing cells to migrate from the designated cell reservoir area; an inner barrier surrounding the designated cell reservoir area and separating the designated cell reservoir area from the designated cell migratory area; and a plurality of separators segregating the designated cell migratory area into a plurality of smaller test areas having different surface topologies.
- the plurality of separators abut the inner barrier.
- the plurality of test areas comprise one or more test areas defined by the plurality of separators extending away from the inner barrier in a diverging fashion.
- the surface topology of a test area is defined by the absence, presence and/or types of feature providing structures thereon.
- the feature providing structures have an average size in the range of from 10 nm to 50 ⁇ m. In one embodiment, the feature providing structures are built from one or more shapes selected from the group consisting of circles, triangles, rectangles and combinations thereof.
- the feature providing structures have heights that are lower than the height of the inner barrier and the separators.
- the device further comprises an outer barrier surrounding the plurality of test areas and defining the end of the test areas.
- the plurality of separators abut the outer barrier.
- the designated cell reservoir area is located substantially in the centre of the device.
- the designated cell reservoir area is substantially circular in shape.
- the substantially circular cell reservoir area has a diameter in the range of from 0.1 cm to 5 cm.
- the device is substantially circular in shape.
- the inner barrier and the separators have substantially the same height.
- the inner barrier and the outer barrier have substantially the same height.
- the height is in the range of from 10 nm to 100 ⁇ m.
- the inner barrier and the outer barrier each comprises substantially circular walls that are substantially concentric.
- the plurality of separators radiate from the inner barrier to the outer barrier.
- the plurality of test areas are substantially identical in shape with one another.
- the device is formed from a material selected from the group consisting of: an elastomer, a ceramic, a thermoplastic polymer, a UV curable polymer, a hydrogel, a metal and composites and combinations thereof.
- a template mould for making the device comprising: a surface pattern which is a negative image of the designated cell reservoir area; a surface pattern which is a negative image of the designated cell migratory area; a surface pattern which is a negative image of the inner barrier; a surface pattern which is a negative image of the plurality of separators; and a surface pattern which is a negative image of the different topologies in the plurality of test areas.
- the template mould further comprises a negative image of an outer barrier of the device, the outer barrier surrounding the plurality of test areas and defining the end of the test areas on the device.
- a method of making the device comprising: applying a flowable material over the template mould; curing the flowable material over the template mould to harden the material; and removing the hardened material from the template mould to obtain the device.
- a method of evaluating topography mediated cell migration behaviour comprising: providing the device; seeding cells on the designated cell reservoir area of the device; allowing the cells to migrate from the designated cell reservoir area to the different test areas; and inspecting the cells.
- the method further comprises fixing the cells that have migrated to the different test areas.
- micro as used herein is to be interpreted broadly to include dimensions from about 1 micron to about 1000 microns.
- nano as used herein is to be interpreted broadly to include dimensions less than about 1000 nm.
- the term “particle” as used herein broadly refers to a discrete entity or a discrete body.
- the particle described herein can include an organic, an inorganic or a biological particle.
- the particle used described herein may also be a macro particle that is formed by an aggregate of a plurality of sub-particles or a fragment of a small object.
- the particle of the present disclosure may be spherical, substantially spherical, or non-spherical, such as irregularly shaped particles or ellipsoidally shaped particles.
- size when used to refer to the particle broadly refers to the largest dimension of the particle. For example, when the particle is substantially spherical, the term “size” can refer to the diameter of the particle; or when the particle is substantially non-spherical, the term “size” can refer to the largest length of the particle.
- Coupled or “connected” as used in this description are intended to cover both directly connected or connected through one or more intermediate means, unless otherwise stated.
- association with refers to a broad relationship between the two elements.
- the relationship includes, but is not limited to a physical, a chemical or a biological relationship.
- elements A and B may be directly or indirectly attached to each other or element A may contain element B or vice versa.
- adjacent refers to one element being in close proximity to another element and may be but is not limited to the elements contacting each other or may further include the elements being separated by one or more further elements disposed therebetween.
- the word “substantially” whenever used is understood to include, but not restricted to, “entirely” or “completely” and the like.
- terms such as “comprising”, “comprise”, and the like whenever used are intended to be non-restricting descriptive language in that they broadly include elements/components recited after such terms, in addition to other components not explicitly recited.
- reference to a “one” feature is also intended to be a reference to “at least one” of that feature.
- Terms such as “consisting”, “consist”, and the like may in the appropriate context, be considered as a subset of terms such as “comprising”, “comprise”, and the like.
- the individual numerical values within the range also include integers, fractions and decimals. Furthermore, whenever a range has been described, it is also intended that the range covers and teaches values of up to 2 additional decimal places or significant figures (where appropriate) from the shown numerical end points. For example, a description of a range of 1% to 5% is intended to have specifically disclosed the ranges 1.00% to 5.00% and also 1.0% to 5.0% and all their intermediate values (such as 1.01 %, 1.02% ... 4.98%, 4.99%, 5.00% and 1.1%, 1 .2% ... 4.8%, 4.9%, 5.0% etc.,) spanning the ranges. The intention of the above specific disclosure is applicable to any depth/breadth of a range.
- the disclosure may have disclosed a method and/or process as a particular sequence of steps. Flowever, unless otherwise required, it will be appreciated that the method or process should not be limited to the particular sequence of steps disclosed. Other sequences of steps may be possible. The particular order of the steps disclosed herein should not be construed as undue limitations. Unless otherwise required, a method and/or process disclosed herein should not be limited to the steps being carried out in the order written. The sequence of steps may be varied and still remain within the scope of the disclosure.
- Exemplary, non-limiting embodiments of a device for topography study and associated template moulds and methods are disclosed hereinafter.
- Topographic extracellular matrix is known to influence cell behaviour.
- ECM cues have been shown to alter cell adhesion, cell shape, and cell migration, and activate signal transduction pathways to influence gene expression, proliferation, and differentiation.
- a device allowing for the controlled analysis of biomaterials, ECM features and how different topographic patterns can affect cell behaviour such as cell adhesion, cell shape, cell migration, cellular signal transduction, gene expression, proliferation and differentiation.
- a device for topography study comprising: a designated cell reservoir area (e.g. on a substrate surface) for allowing cells to be seeded thereon; a designated cell migratory area (e.g. on a substrate surface) for allowing cells to migrate from the designated cell reservoir area; an inner barrier surrounding the designated cell reservoir area and separating the designated cell reservoir area from the designated cell migratory area; and a plurality of separators segregating the designated cell migratory area into a plurality of smaller test areas having different surface topologies.
- Topography study may include studying/evaluating topography related/mediated cell migration behaviour.
- Studying/evaluating topography related/mediated cell migration behaviour may include studying/evaluating one or more of measures/phenotypes/hallmarks associated with cell motility and/or adhesion such as presence/absence of translocation/displacement/migration, speed/velocity of translocation/displacement/migration, directionality of translocation/displacement/migration, linearity of translocation/displacement/migration, cell morphology, cell shape, cell polarization and actin organization in cell.
- the device may also be used for studying/evaluating other cell behaviours (other than cell migration), or cell behaviour in general.
- the device may be used for studying/evaluating cell division, cell growth, differentiation, transdifferentiation, cell reprogramming, direct reprogramming, apoptosis and so on.
- the device may be used for evaluating/studying the cell behaviour of any types of cell.
- the cell being evaluated comprises a cell involved in one or more of embryonic development, tissue repair, immune response, and pathological processes such as vascular disease, osteoporosis, and cancer metastasis.
- Examples of such cells include, but are not limited to, embryonic stem cells, precursor cells, progenitor cells, fibroblasts, immune cells, leukocytes, phagocytes (e.g. macrophages, neutrophils and dendritic cells), granulocytes, innate lymphoid cells, mast cells, eosinophils, basophils, natural killer cells, lymphocytes (e.g.
- T cells and B cells T cells and B cells
- endothelial cells or progenitors endothelial cells or progenitors
- osteoclasts osteoblasts
- cancer cells and the like The device may also be used for evaluating/studying the behaviour of pathogens including, but not limited to, bacteria and fungi.
- the device may also be used for evaluating/studying biomaterials e.g. the features, properties, functions and/or behaviour associated with biomaterials.
- the device may also be used for evaluating/studying extracellular matrix e.g. the features, properties, functions and/or behaviour associated with extracellular matrix.
- the device is substantially circular in shape.
- the designated cell reservoir area is located substantially in the centre of the device.
- the designated cell reservoir area is substantially circular in shape.
- the designated cell migratory area extends radially from the designated cell reservoir area and are separated radially into a plurality of smaller test areas (e.g. fan-shaped test areas) having different surface topologies.
- embodiments of the device have an efficient layout that minimises the footprint size while maximising the cell reservoir area and test areas.
- the device has a radius of from about 0.1 cm to about 5 cm, from about 0.5 cm to about 3 cm or from about 1 cm to about 2 cm. In one embodiment, the device has a radius of about 1.5 cm.
- the device may be scaled up or scaled down and hence, the radius may vary
- the cell reservoir area is a defined area for loading/seeding/holding cells. Cells may be seeded/loaded to the full capacity in the cell reservoir area or they be seeded/loaded to partial capacity and then allowed to multiply to reach confluency. Cells may start migrating to the adjacent cell migratory area after reaching confluency in the cell reservoir area.
- the diameter of the substantially circular cell reservoir area may be in the range of from about 0.1 cm to about 5 cm, from about 0.1 cm to about 3 cm or from about 0.1 cm to about 1 cm. In one embodiment, the diameter is about 0.5 cm.
- the radius may be varied to vary the holding capacity of the cell reservoir area.
- the designated cell reservoir area is surrounded by an inner barrier that separates the designated cell reservoir area from the designated cell migratory area. In various embodiments, the inner barrier substantially prevents the migration of cells until the cell reservoir area is confluent with cells.
- the cell migratory area is a defined area comprising a plurality of test areas having different surface topologies for evaluating topography mediated cell behaviour.
- the plurality of test areas may be segregated from each other by a plurality of separators.
- the plurality of separators may abut the inner barrier.
- the plurality of test areas comprise one or more fan-shaped test areas defined by the plurality of separators extending away from the inner barrier in a diverging fashion.
- the cell migratory area comprises at least about 10, at least about 50, at least about 100, at least about 150, at least about 200, at least about 250 or at least about 300 test areas.
- the cell migratory area comprises from about 100 to about 300 test areas. In one embodiment, the cell migratory area comprises about 160 test areas.
- embodiments of the device comprising a large number of test areas allow for a large number of different topographies to be screened/evaluated on how they influence/mediate cell behaviour in one batch.
- embodiments of the device allow for high throughput screening/evaluation on how different topographies influence/mediate cell behaviour.
- the plurality of the test areas may be substantially identical in size, or they may be non-identical in size.
- each of the test areas may be substantially of the same size (e.g. the length of the inner and outer arcs defining each of test areas may be substantially the same).
- test areas may be of different sizes (e.g. the length of the inner and outer arcs defining one or more of the test areas may be different).
- the test area is about 4 x 10 6 ⁇ m 2 .
- the plurality of test areas are substantially identical in shape with one another. It will be appreciated that the number of test areas can be varied. It will also be appreciated that the device may also be scaled up or down to accommodate a greater number or a smaller number of test areas. Accordingly, the size of the test area may also vary.
- the surface topology of a test area is defined by the absence, presence and types of feature providing structures thereon.
- a test area may be devoid of any feature providing structures; the test area may be substantially flat and/or featureless.
- a test area may comprise one or more feature providing structures; the test area is not flat and featureless.
- a feature providing structure may provide a micrometer or submicrometer scale feature such as a protrusion extending out of the surface of the test area or a pit extending into the surface.
- the average size or height of the feature providing structure is in the range of from about 1 nm to about 1000 ⁇ m, from about 1 nm to about 1000 nm or from about 1 ⁇ m to about 1000 ⁇ m.
- the feature providing structure is from about 1 ⁇ m to about 50 ⁇ m, from about 3 ⁇ m to about 70 ⁇ m or from about 5 ⁇ m to about 20 ⁇ m. In some embodiments, the feature providing structures have an average size or height in the range of from about 1 ⁇ m to about 50 ⁇ m, from about 3 ⁇ m to about 70 ⁇ m, from about 5 ⁇ m to about 20 ⁇ m or from about 5 ⁇ m to about 15 ⁇ m. In some embodiments, the feature providing structures have an average size or height in the range of from about 10 nm to about 100 ⁇ m, from about 10 nm to about 50 ⁇ m or from about 10 nm to about 10 ⁇ m.
- the feature providing structures have an average size or height of about 1 nm, about 10 nm or about 100 nm. In some embodiments, the feature providing structures have an average size or height of about 1 ⁇ m, about 10 ⁇ m or about 100 ⁇ m.
- the feature providing structure may provide a nanometer scale feature where suitable.
- the feature providing structure may provide a nanometer scale feature.
- the average size or height of the feature providing structure may be in the range of from about 1 nm to about 1000 nm, from about 1 nm to about 500 nm, from about 1 nm to about 100 nm, from about 1 nm to about 10 nm, from about 10 n to about 100 n or from about 100 n to about 1000 nm,
- a feature providing structure may be built from any two- or three- dimensional geometric shapes including but not limited to ellipses, circles, ovals, polygons, triangles, rectangles, squares, rhombuses, hexagons, trapezoids, stars, parallelograms, spheres, hemispheres, ellipsoids, cylinders, cubes, cuboids, cones, truncated cones, pyramids (e.g. triangular pyramids, square pyramids, polygonal pyramids, right pyramids, oblique pyramids etc.), truncated pyramids and the like and combinations thereof.
- ellipses circles, ovals, polygons, triangles, rectangles, squares, rhombuses, hexagons, trapezoids, stars, parallelograms, spheres, hemispheres, ellipsoids, cylinders, cubes, cuboids, cones, truncated cones, pyramids (e.g. triangular pyramids, square pyramids
- the feature providing structures are built from one or more shapes, optionally microscale and/or nanoscale shapes, selected from the group consisting of circles, triangles, rectangles and combinations thereof.
- a wide array of different topographic features/patterns may be achieved by just combining these three primitive shapes. For example, circles can create large smooth areas, triangles can generate angles, and rectangles can result in stretched elements.
- a feature providing structure is built from one or more shapes providing a smooth edge/area, an angle, a corner and/or a stretched element/edge/area.
- the triangles comprise isosceles triangles.
- the isosceles triangles comprise one angle that is about 20° to about 50° and two other angles that are about 65° to about 80° each. In some embodiments, the isosceles triangles comprise one angle that is about 30° to about 40° and two other angles that are about 70° to about 75° each. In one embodiment, the isosceles triangles comprise one angle of about 36° and two angles of about 75°. In various embodiments, the rectangles comprise thin rectangles. In various embodiments, the rectangles/thin rectangles have a width of from about 1 ⁇ m to about 5 ⁇ m. In one embodiment, the rectangles/thin rectangles have a width of about 3 ⁇ m.
- the rectangles/thin rectangles have a length of from about 1 nm to about 100 ⁇ m, from about 10 nm to about 100 ⁇ m, from about 10 nm to about 10 ⁇ m, from about 10 nm to about 1 ⁇ m, from about 1 nm to about 100 nm, from about 10 nm to about 100 nm, from 1 ⁇ m to about 100 ⁇ m, from about 1 ⁇ m to about 20 ⁇ m, from about 1 ⁇ m to about 15 ⁇ m, from about 1 ⁇ m to about 10 ⁇ m, from about 3 ⁇ m to about 20 ⁇ m, from about 3 ⁇ m to about 15 ⁇ m, from about 3 ⁇ m to about 10 ⁇ m, from about 5 ⁇ m to about 20 ⁇ m, from about 5 ⁇ m to about 15 ⁇ m, from about 5 ⁇ m to about 10 ⁇ m, from about 3 ⁇ m to about 8 ⁇ m or from about 5 ⁇ m to about 8 ⁇ m.
- the rectangles/thin rectangles have a length of from about 5.4 ⁇ m to about 79 ⁇ m, optionally from about 5.42 ⁇ m to about 7.89 ⁇ m. In various embodiments, the rectangles/thin rectangles have a length of at least about 3 ⁇ m, at least about 3.5 ⁇ m, at least about 4 ⁇ m, at least about 4.5 ⁇ m or at least about 5 ⁇ m. In various embodiments, the rectangles/thin rectangles have a length of no more than about 10 ⁇ m, no more than about 9.5 ⁇ m, no more than about 9 ⁇ m, no more than about 8.5 ⁇ m or no more than about 8 ⁇ m.
- the feature providing structure is built from at least about one triangle, at least about two triangles, at least about three triangles, at least about four triangles, at least about five triangles, at least about six triangles, at least about seven triangles, at least about eight triangles, at least about nine triangles or at least about ten triangles.
- the feature providing structures comprise at least about one triangle/angular projection, at least about two triangles/angular projections, at least about three triangles/angular projections, at least about four triangles/angular projections, at least about five triangles/angular projections, at least about six triangles/angular projections, at least about seven triangles/angular projections, at least about eight triangles/angular projections, at least about nine triangles/angular projections or at least about ten triangles/angular projections.
- a test area may comprise one type of feature providing structure or two or more different types of feature providing structures (e.g. two or more different types of feature providing structures built from a different combination of shapes or two or more different types of feature providing structures built from the same combinations of shapes in different arrangements).
- Each of the plurality of test areas may have a distinct topography profile.
- each of the plurality of test areas may comprise different feature providing structures.
- each of the plurality of test areas may comprise different feature providing structures or different combinations/permutations/arrangements of the two or more feature providing structures.
- each of the plurality of test areas comprises a single type of feature providing structure.
- each of the plurality of test areas comprises a different type of feature providing structure.
- the feature providing structures are regularly distributed over the test area. The distance/spacing between the feature providing structures may vary. In various embodiments, from about 1 nm to about 100 ⁇ m, from about 10 nm to about 100 ⁇ m, from about 10 nm to about 10 ⁇ m, from about 10 nm to about 1 ⁇ m, from about 1 nm to about 100 nm, from about 10 nm to about 100 nm, from 1 ⁇ m to about 100 ⁇ m, from about 1 ⁇ m to about 20 ⁇ m or from about 1 ⁇ m to about 10 ⁇ m.
- the distance/spacing between two feature providing structures is at least about 10 nm, at least about 20 nm, at least about 30 nm, at least about 40 nm, at least about 50 nm, at least about 60 nm, at least about 70 nm, at least about 80 nm, at least about 90 nm or at least about 100 nm. In various embodiments, the distance/spacing between two feature providing structures (i.e. the inter-feature distance) is at least about 10 nm, at least about 20 nm, at least about 30 nm, at least about 40 nm, at least about 50 nm, at least about 60 nm, at least about 70 nm, at least about 80 nm, at least about 90 nm or at least about 100 nm. In various embodiments, the distance/spacing between two feature providing structures (i.e.
- the inter-feature distance is at least about 1 ⁇ m, at least about 2 ⁇ m, at least about 3 ⁇ m, at least about 4 ⁇ m, at least about 5 ⁇ m, at least about 6 ⁇ m, at least about 7 ⁇ m, at least about 8 ⁇ m, at least about 9 ⁇ m or at least about 10 ⁇ m.
- the distance/spacing between two feature providing structures i.e. the inter-feature distance
- the distance/spacing between two feature providing structures is more than about 5 ⁇ m, more than about 5.5 ⁇ m, more than about 6 ⁇ m, more than about 6.5 ⁇ m, more than about 7 ⁇ m or more than about 7.5 ⁇ m.
- the distance/spacing between two feature providing structures i.e. the inter-feature distance
- the one or more type of feature providing structures in a test area may mimic a surface architecture observed in nature e.g. a ECM architecture or they may provide a surface architecture that is artificial.
- the one or more type of feature providing structures in a test area may mimic the interlinking of collagen fibrils and fibres in ECM.
- the one or more type of feature providing structures in a test area may mimic/produce similar/identical function and/or structure associated with a surface architecture observed in nature e.g. a ECM architecture.
- the one or more type of feature providing structures in a test area is structurally biomimetic.
- the one or more type of feature providing structures in a test area is functionally biomimetic.
- the one or more type of feature providing structures in a test area is both structurally biomimetic and functionally biomimetic.
- test area is devoid of or lacks ECM molecules contributing to a surface architecture.
- one or more of the plurality of test areas have an identical topography profile i.e. one or more of the plurality of test areas comprise the same feature providing structure(s) with the same inter-feature distance.
- one or more of the plurality of test areas have different/non-identical topography profiles i.e. one or more of the plurality of test areas comprise different feature providing structure(s) and/or different inter feature distance.
- each or all of the plurality of test areas have different/non-identical topography profiles.
- one or more of the plurality areas have different/non-identical topography profiles that induce or promote different rates of cell migration.
- each or all of the plurality areas have different/non-identical topography profiles that induce or promote different rates of cell migration.
- at least one of the plurality of test areas comprise a feature providing structure built from at least a rectangle/thin rectangle having a designated length.
- the designated length of the rectangle/thin rectangle is from about 1 nm to about 100 ⁇ m, from about 10 nm to about 100 ⁇ m, from about 10 nm to about 10 ⁇ m, from about 10 nm to about 1 ⁇ m, from about 1 nm to about 100 nm, from about 10 nm to about 100 nm, from
- the designated length of the rectangle/thin rectangle is from about 5.4 ⁇ m to about 7.9 ⁇ m, optionally from about 5.42 ⁇ m to about 7.89 ⁇ m. In various embodiments, the designated length of the rectangle/thin rectangle is at least about 3 ⁇ m, at least about 3.5 ⁇ m, at least about 4 ⁇ m, at least about 4.5 ⁇ m or at least about 5 ⁇ m. In various embodiments, the designated length of the rectangle/thin rectangle is no more than about 10 ⁇ m, no more than about 9.5 ⁇ m, no more than about 9 ⁇ m, no more than about 85 ⁇ m or no more than about 8 ⁇ m.
- At least one of the plurality of test areas comprise a feature providing structure built from at least a designated number of triangles and/or angular projections.
- the designated number of triangles and/or angular projections is at least about one triangle/angular projection, at least about two triangles/angular projections, at least about three triangles/angular projections, at least about four triangles/angular projections, at least about five triangles/angular projections, at least about six triangles/angular projections, at least about seven triangles/angular projections, at least about eight triangles/angular projections, at least about nine triangles/angular projections or at least about ten triangles/angular projections.
- At least one of the plurality of test areas comprise a designated inter-feature distance.
- the designated inter-feature distance is from about 1 nm to about 100 ⁇ m, from about 10 nm to about 100 ⁇ m, from about 10 nm to about 10 ⁇ m, from about 10 nm to about 1 ⁇ m, from about 1 nm to about 100 nm, from about 10 nm to about 100 nm, from 1 ⁇ m to about 100 ⁇ m, from about 1 ⁇ m to about 20 ⁇ m or from about 1 ⁇ m to about 10 ⁇ m or at least about 10 nm, at least about 20 nm, at least about 30 nm, at least about 40 nm, at least about 50 nm, at least about 60 nm, at least about 70 nm, at least about 80 nm, at least about 90 nm, at least about 100 nm, at least about 1 ⁇ m, at least about 2 ⁇ m, at least about 3 ⁇ m, at least about 4
- the designated inter-feature distance is more than about 5 ⁇ m, more than about 5.5 ⁇ m, more than about 6 ⁇ m, more than about 6.5 ⁇ m, more than about 7 ⁇ m or more than about 7.5 ⁇ m. In one embodiment, the designated inter-feature distance is more than about 7.57 ⁇ m.
- the feature providing structures have heights that are lower than the height of the inner barrier and/or the separators.
- the height of the inner barrier may be substantially greater than the heights of the feature providing structures such that cells in the test areas are substantially prevented from translocating back to the cell reservoir area after crossing the inner barrier area to reach the test area.
- the heights of the separators may be substantially greater than the heights of the feature providing structures such that cells in the test areas are substantially prevented from crossing/translocating across the separators defining a boundary of each test area. In other words, cells in a designated test area are substantially prevented from translocating to another test area.
- the device further comprises an outer barrier surrounding the plurality of test areas and defining the boundary/end of the test areas.
- cells may not cross/translocate across the outer barrier.
- the feature providing structures have heights that are lower than the height of the outer barrier. The height of the outer barrier may be substantially greater than the heights of the feature providing structures such that cells in the test areas are substantially prevented from crossing/translocating across the outer barriers defining a boundary/end of the test area. In other words, cells in a test area are substantially prevented from leaving the test area or the device.
- the plurality of separators abut the outer barrier. In various embodiments, the plurality of separators radiate from the inner barrier to the outer barrier.
- the inner barrier and the outer barrier each comprises walls that at least have a portion that is curved or shaped to resemble at least part of the arc of a circle (e.g. when viewed from the top). The curvature of the walls may be such that the concave portion of the inner barrier faces the interior of the designated cell seeding area and/or the concave portion of the outer barrier faces the cell migratory area.
- the inner barrier and the outer barrier each comprises substantially circular walls that are substantially concentric.
- the inner barrier, the separators and/or the outer barrier define the boundary of a designated test area.
- the heights of the inner barrier, the separators and/or the outer barrier are substantially greater than the heights of the feature providing structures such that cells in a designated test area are substantially prevented from leaving a designated test area.
- the inner barrier, the separators and/or the outer barrier have substantially the same height.
- the height is in the range of from about 1 nm to about 1000 ⁇ m, from about 10 nm to about 100 ⁇ m, from about 1 ⁇ m to about 100 ⁇ m, from about 10 ⁇ m to about 100 ⁇ m, from about 20 ⁇ m to about 80 ⁇ m, from about 30 ⁇ m to about 70 ⁇ m or from about 40 ⁇ m to about 60 ⁇ m.
- the height is in the range of from about 1 nm to about 1000 nm, from about 1 nm to about 100 nm or from about 10 nm to about 100 nm.
- the height is about 1 nm, about 5 nm, about 10 nm, about 50 nm or about 100 nm. In various embodiments, the height is about 1 ⁇ m, about 5 ⁇ m, about 10 ⁇ m, about 50 ⁇ m or about 100 ⁇ m.
- the inner barrier, the separators and/or the outer barrier have substantially the same width/thickness. In various embodiments, the width/thickness of each of the inner barrier, the separators and/or the outer barrier is from about 5 ⁇ m to about 20 ⁇ m or from about 5 ⁇ m to about 15 ⁇ m. In one embodiment, the width/thickness is about 10 ⁇ m.
- the width/thickness of each of the inner barrier, the separators and/or the outer barrier is from about 1 nm to about 100 nm or from about 10 nm to about 100 nm. In various embodiments, the width/thickness is about 1 nm, about 10 nm or about 100 nm. In various embodiments, the width/thickness of each of the inner barrier, the separators and/or the outer barrier is from about 1 nm to about 100 ⁇ m, from about 10 nm to about 100 ⁇ m, from about 10 nm to about 10 ⁇ m, from about 10 nm to about 1 ⁇ m or from about 100 nm to about 1 ⁇ m.
- the device is formed from a material that is non toxic, biocompatible, has good tensile strength, has elastic properties and/or is compatible with photolithography (e.g. soft lithography) and/or microfabrication production techniques.
- the device is formed from a biomaterial/ biopolymer.
- the device is formed from a thermoresponsive polymer, a UV responsive polymer, a UV curable polymer and/or an elastomer.
- the device is formed from a gel.
- the device is formed from a metal.
- the device is formed from a ceramic.
- polymers include, but are not limited to, poly(dimethylsiloxane), methylchlorosilanes, ethylchlorosilanes, phenylchlorosilane, polyethylene, polycarbonate, polystyrene, polybutadiene, polyurethane, polyisoprene, polyacrylic rubber, fluorosilicone rubber, polyimide, Novolac polymers, fluoroelastomers, block copolymer thermoplastic elastomers, polyolefin, perfluoropolyethers, polylactide (PLA), poly-L-lactide (PLLA), poly-D-lactide (PDLA), the like and combinations thereof.
- PDA polylactide
- PLLA poly-L-lactide
- PDLA poly-D-lactide
- Examples of metals include, but are not limited to, gold, silver, copper, cadmium, zinc, palladium, platinum, mercury, lead, iron, chromium, manganese, tungsten, alloys thereof, the like and combinations thereof.
- Examples of gels include, but are not limited to, hydrogel, Matrigel, collagen (e.g. collagen I), the like and combinations thereof.
- Examples of ceramic materials include, but are not limited to, zirconia, alumina, titania, silica, magnesia, yttria, ceria and mixtures thereof.
- the device is formed from a material selected from the group consisting of: an elastomer, a ceramic, a thermoplastic polymer, a UV curable polymer, a hydrogel, a metal and composites and combinations thereof.
- the perfluoropolyether’s device is formed from a silicone elastomer.
- the silicone elastomer comprises poly(dimethylsiloxane) (PDMS).
- PDMS poly(dimethylsiloxane)
- the materials can be further processed e.g. to modify its properties including surface properties.
- the materials can be further processed to deposit a layer of titanium, ceramic and/or the like thereon.
- a method of evaluating topography related/mediated cell behaviour comprising: providing the device, seeding/loading cells into the designated cell reservoir area of the device optionally until confluency, allowing the cells to migrate from the designated cell reservoir area to the different test areas and inspecting the cells.
- Inspecting the cells may comprise visually inspecting the cells and/or inspecting the cells through the use of an instrumentation such as a microscope or a camera and/or the use of a staining agent such as an actin stain.
- inspecting the cells comprises performing live cell imaging and/or time lapse imaging of the cells.
- inspecting the cells comprises fixing the cells and optionally examining their morphology with or without staining the actin cytoskeletons. In some embodiments, inspecting the cells comprises imaging the cells and analysing the images with an image analysis software.
- An example of an image analysis software is CellProfiler. It will be appreciated that other suitable image analysis software may also be used.
- Inspecting the cells may comprise examining one or more of measures/phenotypes/hallmarks associated with cell motility and/or adhesion such as presence/absence of translocation/displacement/migration, speed/velocity of translocation/displacement/migration, directionality of translocation/displacement/migration, linearity of translocation/displacement/migration, cell morphology, cell shape, cell polarization and actin organization in cell.
- Inspecting the cells may also comprise analysing other cell behaviours (other than cell migration of moving cells), or cell behaviour in general. For example, inspecting the cells may also comprise analysing cell division, cell growth, differentiation, transdifferentiation, cell reprogramming, direct reprogramming, apoptosis and so on (e.g. through one or more of measures/phenotypes/hallmarks associated with such processes).
- the method further comprises identifying one or more topographies (or hit topographies) on which the cells exhibit particularly high and/or low migration.
- the method may comprise identifying the topography on which the cells exhibit the highest migration and the topography on which the cells exhibit the lower migration.
- the method further comprises harvesting/collecting/isolating the cells from the hit topographies and determining/evaluating/comparing their gene expression profiles (e.g. through transcriptomic and/or genomic analysis) to determine the effect of topology on the behaviour of cells e.g. the speed/velocity of migration.
- the method further comprises identifying one or more topographies (or hit topographies) on which the cells exhibit linear migration and one or more topographies (or hit topographies) on which the cells exhibit non-linear migration.
- the method further comprises harvesting/collecting/isolating the cells from the hit topographies and determining/evaluating/comparing their gene expression profiles (e.g. through transcriptomic and/or genomic analysis) to determine the effect of topology on the behaviour of cells e.g. the linearity of migration.
- the template mould for making the device.
- the template mould comprises a surface pattern which is a negative image of the designated cell reservoir area; a surface pattern which is a negative image of the designated cell migratory area; a surface pattern which is a negative image of the inner barrier; a surface pattern which is a negative image of the plurality of separators; and a surface pattern which is a negative image of the different topologies in the plurality of test areas.
- the template mould further comprises surface pattern which is a negative image of an outer barrier of the device, the outer barrier surrounding the plurality of test areas and defining the end of the test areas on the device.
- the template mould may be made using a photolithography process.
- a template mould may be made using the following steps.
- a negative photoresist is applied/coated e.g. spin coated on a substrate (e.g. bare silicon substrate) with a layer of mask film.
- the substrate is then heated (e.g. soft baked) to drive off solvents and to solidify the photoresist film.
- One or more photomask comprising a pattern corresponding to the designated cell reservoir area, the designated cell migratory area, the inner barrier, the plurality of separators, the different topologies in the plurality of test areas and/or the outer barrier is aligned with the substrate.
- the substrate is then exposed to ultraviolet (UV) radiation.
- UV ultraviolet
- a silicon comprising a surface pattern which is a negative image of the designated cell reservoir area, a surface pattern which is a negative image of the designated cell migratory area, a surface pattern which is a negative image of the inner barrier, a surface pattern which is a negative image of the plurality of separators, a surface pattern which is a negative image of the different topologies in the plurality of test areas and/or a surface pattern which is a negative image of an outer barrier of the device.
- a positive photoresist may also be used in place of a negative photoresist to make the template mould.
- the template mould is made of silicon. It will also be appreciated that besides a silicon substrate, other suitable substrates may also be used.
- processing steps described for the making of the template mould may also be modified, add or remove one or more processing steps described for the making of the template mould.
- suitable methods such as additive manufacturing methods (e.g. 3D printing techniques including but not limited to stereolithography selective laser sintering, fused deposition modeling, digital light process, multi jet fusion, polyJet, direct metal laser sintering, electron beam melting or the like), micromachining, thermoforming and the like may also be employed in making the template mould.
- suitable processing parameters and conditions may vary. The selection of suitable processing parameters and conditions is within the purview of a person skilled in the art.
- a method of making the device comprising: applying a flowable material over the template mould, curing the flowable material over the template mould to harden the material; and removing the hardened material from the template mould to obtain the device.
- the flowable material is non-toxic, biocompatible, has good tensile strength, has elastic properties and/or is compatible with photolithography (e.g. soft lithography) and/or microfabrication production techniques.
- the flowable material comprises a biomaterial/biopolymer.
- the flowable material comprises a thermoresponsive polymer, a UV responsive polymer, a UV curable polymer and/or an elastomer.
- the flowable material comprises a gel. In various embodiments, the flowable material comprises a ceramic. In various embodiments, the flowable material comprises an elastomer.
- flowable materials include, but are not limited to, poly(dimethylsiloxane), methylchlorosilanes, ethylchlorosilanes, phenylchlorosilane, polyethylene, polycarbonate, polystyrene, polybutadiene, polyurethane, polyisoprene, polyacrylic rubber, fluorosilicone rubber, polyimide, Novolac polymers, fluoroelastomers, block copolymer thermoplastic elastomers, polyolefin, perfluoropolyethers, polylactide (PLA), poly-L-lactide (PLLA), poly-D-lactide (PDLA), hydrogel, Matrigel, collagen (e.g.
- the flowable material is selected from the group consisting of: an elastomer, a ceramic a thermoplastic polymer, a UV curable polymer, a hydrogel and composites and combinations thereof.
- the flowable material comprises a silicone elastomer.
- the flowable material comprises poly(dimethylsiloxane) (PDMS).
- the processing parameters and conditions e.g. curing temperature, curing time, concentration of the flowable material etc. may vary.
- the method may further comprise one or more material processing steps.
- the method further comprises depositing a layer of titanium, ceramic or the like on the hardened material before removing the hardened material from the template mould to obtain the device
- the material or flowable material for making the device comprises a material that is suitable for cell culture ie. a material that is suitable as a cell culture substrate.
- a material that is suitable as a cell culture substrate examples include, but are not limited to, polylactide (PLA), poly-L-lactide (PLLA), poly-D-lactide (PDLA), hydrogel, Matrigel, collagen (e.g. collagen I), the like and combinations thereof.
- PLA polylactide
- PLLA poly-L-lactide
- PDLA poly-D-lactide
- hydrogel Matrigel
- collagen e.g. collagen I
- cells may be seeded and/or cultured on the test areas with topographies for topography study.
- a cell culture substrate in association with the device.
- a cell culture substrate in the form of the device or comprising one or more features of the device.
- the device is suitable for culturing, maintaining, proliferating and/or growing cells.
- the method has high reproducibility.
- the devices produced by the method are similar.
- the average difference in the height profile measurements of the feature providing structures of the devices produced by the method is not more than about 5% ⁇ 0.3%, no more than about 4% ⁇ 0.3%, no more than about 3% ⁇ 0.3%, no more than about 2% ⁇ 0.3%or no more than about 1% ⁇ 0.3%. In one embodiment, the average difference in the height profile measurements of the feature providing structures of the devices produced by the method is not more than about 1 .2% ⁇ 0.3%.
- the average difference in the height profile measurements of the feature providing structures of the devices produced by the method is not more than about 0.5% ⁇ 0.05%, no more than about 0.4% ⁇ 0.05%, no more than about 0.3% ⁇ 0.05%, no more than about 0.2% ⁇ 0.05% or no more than about 0.1% ⁇ 0.05%. In one embodiment, the average difference in the height profile measurements of the feature providing structures of the devices produced by the method is not more than about 0.24% ⁇ 0.05%.
- the average difference in the height profile measurements of the feature providing structures of the devices produced by the method is not more than about 200 nm ⁇ 30 nm, no more than about 180 nm ⁇ 30 n , no more than about 150 nm ⁇ 30 n , or no more than about perfluoropolyether’s 120 nm ⁇ 30 nm. In one embodiment, the average difference in the height profile measurements of the feature providing structures of the devices produced by the method is not more than about 120 nm ⁇ 22 n .
- FIG. 1 is a top-down view of a device (named cellompics chip) for evaluating topography related cell behaviour in accordance with an embodiment disclosed herein.
- FIGs. 2A-2C show schematic illustrations of the current challenges in understanding the role of topographies in dictating cellular behavior, the cellompics chip screening technology in accordance with an embodiment disclosed herein and a method of making the cellompics chip in accordance with an embodiment disclosed herein.
- FIGs. 3A-3C show the properties of the cellompics chip and cells disposed on the cellompics chip in accordance with embodiments disclosed herein.
- FIGs. 4A-4FI show analysis of the distance travelled by cells on different topographies in the cellompics chip in accordance with an embodiment disclosed herein.
- FIGs. 5A-5F show analysis of the linearity of migrating cells on different topographies in the cellompics chip in accordance with an embodiment disclosed herein.
- FIG. 6 illustrates four exemplary topographic features in the cellompics chip in accordance with an embodiment disclosed herein.
- FIG. 7 is a heatmap showing some of the differentially expressed genes between cells showing a high speed of migration and cells showing a low speed of migration in the cellompics chip in accordance with an embodiment disclosed herein.
- FIG.8 is a heatmap showing a subset of differentially expressed genes between cells showing a high speed of migration and cells showing a low speed of migration identified from network analysis in the cellompics chip in accordance with an embodiment disclosed herein.
- Example embodiments of the disclosure will be better understood and readily apparent to one of ordinary skill in the art from the following discussions and if applicable, in conjunction with the figures. It should be appreciated that other modifications related to structural, chemical and biological changes may be made without deviating from the scope of the invention.
- Example embodiments are not necessarily mutually exclusive as some may be combined with one or more embodiments to form new exemplary embodiments. The example embodiments should not be construed as limiting the scope of the disclosure.
- the following examples pertain to an exemplary embodiment of presently disclosed device that is based on what the inventors term as a Cellompics chip technology with algorithmically designed complex surface topographies arranged in radial race track fashion.
- This exemplary device provides a convenient method/tool to investigate the role of surface topographies on cell migration.
- the fabrication of the Cellompic chip represents a breakthrough in micro, nanotechnologies and materiomics.
- the Cellompic chip has elucidated the role of topographic design factors on fibroblast migration.
- the disclosure has also helped unravel an interesting array of material surface properties for modulating cell growth and differentiation.
- the disclosure also systematically dissects the role of topographic design parameters and its effect on the genetic repertoire in response to surface topography mediated migration.
- the device 100 is circular in shape and comprises a circular cell reservoir area 102 located in the centre of the device 100, a cell migratory area 104, an inner barrier 106 surrounding the cell reservoir area 102 and separating the cell reservoir area 102 from the cell migratory area 104, a plurality of separators 108 extending away from the inner barrier 106 in a diverging fashion and segregating the cell migratory area 104 into a plurality of smaller test areas 110A, 110B and 110C having different surface topologies and an outer barrier 112 surrounding the plurality of test areas 110 and defining the end of the test areas.
- the test areas 110 comprise feature providing structures 114 giving rise to/defining the surface topologies of the test areas 110.
- the plurality of separators 108 radiate from the inner barrier 106 to the outer barrier 112, the inner barrier 106 and outer barrier 112 being concentric.
- the device can be scaled up or down to accommodate a larger or smaller number of test areas.
- cells are seeded on the circular cell reservoir area 102 of the device 100 and allowed to migrate to the different test areas 110 comprising the different topographies (e.g. 110A, 110B and 110C). FIGs.
- FIG. 2A-2C show schematic illustrations of the current challenges in understanding the role of topographies in dictating cellular behavior, the cellompics chip screening technology in accordance with an embodiment disclosed herein and a method of making the cellompics chip in accordance with an embodiment disclosed herein.
- FIG. 2A illustrates the current challenges in understanding the role of topographies in dictating cellular behavior.
- Numerous strategies that have been developed to analyse cellular response to substrate topography, including employing quasi simple micro and nanopatterned surfaces like lines, pillars and craters and coating with ECM component(s), have provided only limited insights into cell migration as mimicking complex topographies is difficult and the strategies are low-throughput.
- FIG. 2B illustrates a cellompics chip screening technology in accordance with an embodiment as disclosed herein.
- a cellompics chip in accordance with an embodiment disclosed herein can comprise as many as 160 different topographies (can be potentially scaled up or down to accommodate a larger or smaller number of different topographies) in designated test areas for high content and high throughput screening of cellular response, such as cell migration, to different topographies.
- cells are seeded on the designated cell reservoir area of the chip and allowed to migrate to the different test areas comprising the different topographies.
- the cells are inspected and the topographies that are associated with a higher speed/velocity of migration and the topographies that are associated with a lower speed/velocity of migration are identified.
- the cells on these topographies are then subjected to transcriptomic and genomic analysis using microarray to elucidate how topologies affect the mechanobiology of cells.
- FIG. 2C illustrates a microfabrication process of the chip involving Si wafer fabrication using photolithography and subsequent PDMS soft lithography in accordance with an embodiment disclosed herein.
- Step I a layer of masking film is applied to a bare silicon substrate.
- a negative photoresist is then spin coated on the substrate in Step II to form a layer of photoresist film.
- the substrate can be soft baked in Step I and/or Step II to enhance adhesion of the layers, drive off solvents and/or to solidify the films.
- one or more photomask comprising a pattern corresponding to the features of the chip (e.g.
- one or more photomasks making up a pattern corresponding to a cell reservoir area, a cell migratory area, an inner barrier, a plurality of separators, the different topologies in the plurality of test areas and/or an outer barrier) is aligned with the substrate.
- the substrate is then exposed to ultraviolet (UV) radiation in Step III.
- UV radiation parts of the negative photoresist that are not covered by the photomask and therefore exposed to the UV radiation undergo a chemical change that makes them insoluble to a photoresist developer.
- the substrate is then subjected to post-exposure bake and then bathed in a photoresist developer solution to remove the unexposed photoresist to obtain a silicon substrate with developed photoresist in Step IV.
- FIGs. 3A-3C show the properties of the cellompics chip and cells disposed on the cellompics chip in accordance with embodiments disclosed herein.
- FIG. 3A shows scanning electron micrographs of cellompics chip in PDMS showing efficient lateral replication of micro topographies (scale bar: 100 ⁇ m).
- FIG. 3B shows the height profiles of topographies measured using confocal laser scanning microscopy.
- FIG. 3C shows the morphology of human foreskin fibroblasts (FIFF) on different topographies in cellompics chip. Fluorescent microscopic images of FIFF show different alignment on topographic features (actin stained with Alexa Fluor 488 phalloidin; nucleus stained with DAPI; scale bar: 100 ⁇ m).
- FIFF human foreskin fibroblasts
- FIGs. 4A-4H show analysis of the distance travelled by cells on different topographies in the cellompics chip in accordance with an embodiment disclosed herein.
- FIG. 4A is a heat map showing integrated distance travelled by cells on each topography.
- FIG. 4B and FIG. 4C are receiver operating characteristic (ROC) curves obtained by correlating the integrated distance travelled with topographical design parameters without feature selection (FIG 4B) and with feature selection (FIG. 4C).
- FIG. 4D is an SEM image of a topography showing high migration. Scale bar: 50 ⁇ m.
- FIG. 4E shows fluorescent microscopic images showing FIFF topography leading to higher migration.
- FIG. 4F is a SEM image of a topography showing low migration. Scale bar: 50 ⁇ m, FIG.
- FIG. 4G shows fluorescent microscopic images showing FIFF alignment on topography leading to lower migration (actin stained with Alexa Fluor 488 phalloidin and nucleus stained with DAPI; scale bar: 100 ⁇ m).
- FIG. 4H is a Local Interpretable Model- Agnostic Explanations (LIMES) plot showing the contribution of topographic parameters to high or low cell migration
- FIGs. 5A-5F show analysis of the linearity of migrating cells on different topographies in the cellompics chip in accordance with an embodiment disclosed herein.
- FIG. 5A is a heat map showing the linearity of migrating cells on each topography.
- FIG. 5B and FIG. 5C are ROC curves obtained by correlating the linearity with topographical design parameters without feature selection (FIG. 5B) and with feature selection (FIG. 5C).
- FIG. 5D and IFG. 5E are fluorescent microscopic images show FIFF alignment on different topography leading to alignment in X direction (FIG. 5D) or random alignment (FIG.
- FIG. 5E is a Local Interpretable Model-Agnostic Explanations (LIMES) plot showing the contribution of topographic parameters to linear or non-linear cell migration.
- LIMES Local Interpretable Model-Agnostic Explanations
- FIG. 6 illustrates four exemplary topographic features in the cellompics chip in accordance with an embodiment disclosed herein.
- a wide variety of topographic features may be obtained by overlapping one or more primitive shapes selected from circles, triangles and rectangles.
- FIG. 7 is a heatmap showing some of the differentially expressed genes between cells showing a high speed of migration and cells showing a low speed of migration in the cellompics chip in accordance with an embodiment disclosed herein.
- TRIM55, SFRP1 , MGP, CYP1 B1 and TMOD1 were the top five differentially expressed genes.
- FIG.8 is a heatmap showing a subset of differentially expressed genes between cells showing a high speed of migration and cells showing a low speed of migration identified from network analysis in the cellompics chip in accordance with an embodiment disclosed herein.
- RHOA, ROCK1 , CDC42, CDK, DIAPH1, ARHGEF7 are all genes that are responsible for actin cytoskeleton dynamics and are differentially regulated between high and low migratory cells.
- the Cellompics chip would be an invaluable tool for identification of surface topographies for various biological interactions with cells including cell migration, identification of topographies that promote or inhibit cancer metastasis and for surface engineering of biomaterials for clinical use such as but not limited to wound healing applications.
- a library of 160 randomly designed surface topographies was designed using mathematical algorithms. They were reproduced on a circular area of 1.5 cm radius which the inventors call a Cellompic chip. Each Cellompic chip consists of an innermost circular area of 0.5 cm diameter surrounded by a circular wall, this area is designated as cell reservoir. The surface topographies are arranged in radial areas originating from cell reservoir and extending to the outermost wall of the chip. Adjacent distinct surface topographies are separated from each other with a wall of 10 ⁇ m thickness and 50 ⁇ m in height such that each individual area (test unit) consists of an area of 4 x 10 6 ⁇ m 2 containing a unique topography.
- Topographic features are built up using three types of microscale and/or nanoscale primitive shapes: circles, isosceles triangles (with one angle of 36° and two angles of 72°), and thin rectangles (3 ⁇ m width). These shapes were chosen because by combining these primitives, different types of patterns can be generated — e.g., circles can create large smooth areas, triangles can generate angles, and thin rectangles can result in stretched elements.
- a feature is generated by first selecting uniformly at random one of the three possible feature sizes - 10x10 ⁇ m 2 , 20x20 ⁇ m 2 , or 28x28 ⁇ m 2 . Next, parameter values are selected for the number of primitives used and the distribution over the different primitive types, the size of the primitives, and the standard deviation for the rotation of individual primitives.
- the distribution over the primitive types is selected such that all seven possible combinations of primitive types used (only circle primitives, only triangle primitives, only rectangle primitives, the three combinations of two primitive types, and the combination of all three primitive types) is as likely to be selected, and within a combination of primitive types used, each possible division is as likely to be selected. Selections for all other parameter value are made uniformly at random from a range of possible values. Ranges for the parameter values depend on the size of the feature. See Table 1 for the parameter ranges for a feature of 20x20 ⁇ m 2 .
- Table 1 Ranges for parameter values used for generation of a 20x20 ⁇ m 2 feature.
- the orientation of a triangle or rectangle primitive is determined as follows: a triangle primitive is positioned with its sharp corner pointing to the right and a rectangle primitive is positioned horizontally, then the primitive is rotated by a number of degrees drawn from a normal distribution with mean 0° and standard deviation as determined during selection of the parameter values. The primitive is placed with the chosen orientation at a position where it is completely inside the feature, selected uniformly at random. Overlapping of primitives is allowed. See FIG. 6 for exemplary features.
- a silicon mould was fabricated using conventional photolithography and etching which was then used for Cellompic chip in Polydimethylsiloxane (PDMS) using soft lithography. Fabricated chips were then characterized by scanning electron microscopy for lateral measurements and confocal laser scanning microscope for height profile measurements. The average difference in height profile measurements was 120 nm with a standard deviation of 22 nm. The average feature height was found to be 10 ⁇ m and wall height was 50 ⁇ m.
- PDMS Polydimethylsiloxane
- human foreskin fibroblasts FIFF
- FIFF human foreskin fibroblasts
- the cells were allowed to attach on the non- patterned cell reservoir for 3 hours prior to replacing the media.
- Live cell imaging was started after 48 hours of cell attachment when the cells reached confluency in the cell reservoir.
- Cells start migrating into the radially arranged test units 48 hours after seeding and reaching confluency in the cell reservoir.
- the cells were fixed 36 hours after seeding and their actin cytoskeleton were stained.
- Visual inspection of the chip confirmed that a multitude of different cellular morphologies were induced by surface topographies. For instance, test units were found in which FIFFs adopted an elongated shape, or in which cells spread extensively, but also test units were seen in which the HFFs remained mostly rounded. In many test units, cells exhibited extensive filopodia, and many cells were observed that clearly followed the outlines of the features. Also, cells could be found to align either parallel or perpendicular to some topographies.
- the subsequent Cellprofiler pipeline consisted of primary object identification and object tracking modules.
- the Cellprofiler output resulted in at least 9 object tracking parameters which were subsequently used for classifier and machine learning analysis. Since all cells on the Cellompic chip share the same 5 ml of medium, it is likely that the biological response is not a direct result of the surface topography but rather mediated through short-range signals produced by cells in adjacent test units. Under these circumstances, a “colony” of positive test units would be expected, which was not observed in the heat maps.
- the Cellprofiler output yielded us 5 “hit” topographies which promoted maximum cell migration. It was found that topography number 75 and 104 yielded the highest extent of cell migration while topography number 22 yielded the lowest extent of cell migration.
- a forward feature selection helped in the understanding of the effect of topographic design parameters on cell migration and it was discovered that the number of triangles in a feature determined the extent of cell migration. The analysis showed that if the number of triangles in a feature are more than 3, then the extent of migration is significantly enhanced. Similarly, if there are no triangles in the feature then the feature would most likely be a bottom hit. Also, if the spacing between the feature is more than 7.57 ⁇ m then the feature is most likely to be a top hit. In other words, the number of angular projections in a feature and inter-feature distance determine the extent to which cells can migrate on them.
- Directional cell migration is an important component of cell behaviour which arises from inherent ability of cells or due to external regulatory factors.
- the mechanisms that drive this process need to be decrypted by identifying the specific factors that promote random versus directionally persistent cell migration.
- Topography of the extracellular matrix provides a valuable physical cue that can promote directionally persistent migration, possibly by promoting front-rear polarity with geometrically constrained adhesion formation.
- Flowever, in vivo extracellular matrix is topographically very complex, mainly due to a large diversity of ECM features spanning multiple scales of size and organization. For instance, collagen fibrils and fibres which are interlinked within complex matrices are best examples of this three-dimensional (3D) topographic complexity.
- Embodiments of the Cellompic chip presents a simple lucrative synthetic avenue which does not require the use of ECM molecules to study this complex interaction. It was postulated that the topographic design dictates the directionality or linearity of migration.
- the Cellprofiler pipeline allowed for the measurement of the directionality of migration. It could rapidly be identified the topographic designs and design parameters which determine if the cells will migrate randomly or in a directionally persistent manner. It was observed that cells on topographies that favor a linear mode of migration are polarized compared to cells on substrates favoring random migration. It was also observed that cell bodies of cells displaying linear migration appear elongated while cells choosing a random migration showed spread out cells (FIG. 4).
- TRIM55, SFRP1 , MGP, CYP1 B1 and TMOD1 were the top five differentially expressed genes.
- TRIM55 or MuRF2 is from the family of Muscle ring finger (MuRF) proteins which are known for transmitting mechanical forces to cell signaling pathways through their interactions with the giant protein titin. There is evidence to link mechanically-induced stimuli with the control of serum response factor (SRF) activity through MuRF2.
- SRF serum response factor
- SRF serum response factor
- MuRF2 is known to be downregulated in highly migrating cancer cells which is consistent with the observation from the experiment.
- SFRP1 or Secreted frizzled-related protein 1 is known to modulate the WnT signaling pathway. It was observed that SFRP1 is significantly downregulated in cells which showed high migration compared to cells that showed low migration. This finding is consistent with data which shows that SFRP1 inhibits cell proliferation, migration and invasion, and promotes apoptosis.
- MGP Matrix Gla Protein
- CYP1 B1 which is significantly upregulated on the positive hits is also well known to promote cell proliferation and migration through activation of Wnt/ ⁇ -Catenin signaling pathways.
- Tropomodulin 1 caps the pointed ends of actin filaments of stress fibers in fibroblasts to stabilize focal adhesions, thereby modulating cell migration rates.
- TMOD1 also binds to tropomyosin, which greatly enhances the actin filament pointed-end capping activity.
- TMOD1 overexpression leads to the translocation of b-catenin to nucleus via the NF- ⁇ B pathways, leading to activation of MMPs resulting in enhanced cell migration.
- surface topographies modulate the genetic repertoire of fibroblasts via conventional pathways which are known to play a role in cell migration.
- CDC25C Five source genes (CDC25C, AURKA, FOXM1 , FANCD2 and EPB41 L3) with very high connectedness to that of the target genes were identified.
- CDC25C has a comprehensive function in the cell cycle, regulating the G1/S transition, S phase and the G2/M transition. Cell migration is known to occur during the G1/S phase.
- the data suggests that regulation of CDC25C by means of surface topographies results in downstream regulation of TP53 and thereby activating the RhoA-CDC42 mediated cell migration.
- FOXM1 is known to cause ROCK activation by directly interacting with coiled-coil region of ROCK2 thereby increasing cell migration.
- Aurora kinase A (AURKA) is known to play an important role for centrosome formation and the progression of mitosis but recently it has been attributed as a direct activator of cell migration upon interaction with PLD, FAK and Src.
- EPB41 L3 was over expressed in highly migratory cells suggesting its potential role via the YWHAZ-ROCK1 signalling mechanism.
- Pathway representation analysis revealed a prominent role of the regulation of actin cytoskeleton pathway in topography induced cell migration.
- RHOA, ROCK1 , CDC42, CDK, DIAPH1 , ARHGEF7 are all genes that are responsible for actin cytoskeleton dynamics and are differentially regulated between high and low migratory cells.
- heatmap which are shown in FIG. 8.
- the Cellompics chip is a circular chip with radially arranged arrays of surface topographies.
- the topographies were designed using three types of primitive shapes — i.e., triangles, circles, and rectangles. 160 different topographies were generated by varying the size, number, orientation and combination of these 3 primitives which are arranged as a radial array.
- the chip has an outer diameter of 3 cm and an inner diameter of 1 cm. The central portion of the chip is called the cell reservoir as seen in FIG. 1.
- a chromium mask was made and used for photolithography.
- the micro patterns were fabricated using photolithography and two steps etching on a silicon wafer to generate a silicon master.
- PDMS Sylgard 184, Dow Corning, Ml, USA
- replicates of the chips were made by soft lithography. 1 :10 ratio of PDMS to crosslinker was used.
- These chips were cleaned with Nitrogen gas and were plasma treated for 15 minutes to make the surface hydrophilic. These chips were then disinfected with 70% Isopropanol for 15 minutes inside biosafety cabinet and were subsequently sterilized with UV Light for 15 minutes and kept equilibrated in cell culture media overnight.
- topographical parameters Three categories of parameters to describe the topographies were generated. First were the design parameters which included the fraction and dimensions of primitive shapes used to design topographies. The second set of parameters were the Fourier parameters as described earlier under “Design and Fabrication of Cellompic chip”. The third set of parameters were mechanical parameters obtained by mechanical modelling of topographies. Table 1 earlier lists the parameters used in this study.
- FIFFs were grown till 80% confluence in a T25 flask and were reseeded into cell reservoir.
- cells were labelled with Cell trackerTM CM- Dil as per manufacturer protocol. Cells were allowed to attach for 2 hours at 37 °C and then 3 mL media was added into each well containing chip. Cells achieved confluence within the cell reservoir between 2-3 days, following which the cells were imaged for 63 hours in the Bio station CT. Images of all the Chips in 6 well plate were captured at an interval of one hour. These images were stitched and individual radial topographies were cropped and migratory pattern over each topography was analysed using cell profiler. Immunofluorescence Staining
- Chips were washed with phosphate buffered saline and cells were fixed with 4% (w/v) paraformaldehyde for 10 min and permeabilized with 0.01% Triton X-100. Chips were stained with Alexa fluor phalloidin 488 (Life Technologies) and DAPI and imaged using confocal microscope Nikon A1 R.
- RNA extraction Five hit topographies (showing highest and lowest migration) were selected and scaled up. Silicon wafer was created for individual hit topographies. HFF were cultured for 3 days on these chips containing individual topography and RNA was extracted using TRIZOL RNA Isolation Protocol. Microarray was performed using lllumina HT 12.
- the inventors have integrated distance/linearity values across 7 different chips for 160 topographies.
- the object is to estimate the hit probability (bottom hit - 0, top hit - 1) based on the median integrated distance/linearity across all the chips.
- the significance in the difference between the medians of a. median integrated distance/linearity across all the chips for a particular topography and b. median integrated distance/linearity on control topographies were checked using the Kruskal-Wallis test, particularly because it’s a non-parametric test.
- the objective is to train machine learning algorithms based on this newly obtained target to classify an unseen topography as a top hit or a bottom hit using its morphological, fourier, design, and mechanical features, and subsequently obtain feature importance as well as feature contribution in the probability of a particular topography being a top hit.
- the number of features sums up to 50 for each of integrated distance and linearity.
- XGBoost Extreme Gradient Boosting
- LBM Light Gradient Boosting Machine
- L1 and L2 regularization - Regularization controls the coefficients of features while estimating the target function in logistic regression.
- L2 regularization reduces the coefficients to very small values in order to avoid overfitting, whereas L1 regularization reduces the coefficients of unimportant features to zero, thereby effectively acting as a feature selector.
- the regularization penalty is levied on leaf scores instead of feature coefficients, which in turn controls the depth of the trees and hence the number of features being used.
- Boosting trees carry out classification by consecutively splitting all the samples in the training data based on the features in the training data. If a feature cannot effectively split the data based on the target (top hit, bottom hit), it’s automatically removed from the classification in consideration of appropriate hyperparameter setting. Tree complexity can be controlled by maximum depth, or maximum number of leaves, or minimum sample (count or weight) per leaf, or minimum criterion gain.
- LIME is a model explanation technique that takes a machine learning model along with its predictions on multiple samples as input, and gives local feature contributions.
- the contributions can be understood as the amount by which a certain feature contributes to the target (hit probability in this case). The contribution could either be positive or negative, but all the individual contributions sum up to the predicted probability minus some randomness which LIME could’t explain.
- LIME only gives local contributions, i.e. it calculates the contributions separately for all the samples. Global contributions can be obtained by averaging these local contributions. The amount of contribution largely depends on the AUC of the model, higher AUC would mean that there’s a strong association between the input features and the target and the contributions would be higher.
- the inventors make use of machine learning algorithms that do not employ feature selection and observe the AUC upon using these models instead. These include Decision Tree, Gradient Boosting Machine (simple GBM), and K- Nearest Neighbors (KNN).
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