더 높은 농도(5mM)에서 두 RE 현탁액 모두에 대해 모든 세포주에 대해 상승하는 성장이 얻어졌습니다(그림 9b, c). 그 중 SW837 라인이 가장 높은 성장 값을 보였다(86%, LaF3 ). 덜 뚜렷하지만 여전히 관련성이 있는, 5mM에서 MCF7 세포주에 대해 세포 과증식(15%)이 관찰되었습니다. 그 테스트 통계 분석(p 그리고 피셔 F 값) 종양 세포 생존율은 종양 세포의 성장이 24시간에 불포화됨을 보여주었다; RE-NPs의 생존 가능성과 농도를 연결하는 알려지지 않은 물리적 법칙을 따랐습니다(추가 파일 1).
두 단백질의 인산화 상태도 테스트했습니다(그림 9d). A549 및 SW837 세포주에서 특이적 항체 및 Wb 분석을 사용하여 5mM의 LaF3 와 함께 DMEM+FBS에서 성장했습니다. 및 PrF3 24시간 동안 NP, 대조군 세포(CTRL)에 비해 처리된 세포에서 ERK1/2 및 AKT의 높은 인산화 활성이 얻어졌습니다.
섹션> 토론
암세포의 상대 성장률은 두 RE-NP의 더 높은 농도 수준에서 상승했습니다(그림 9a). 그러나 DMEM+FBS에서 RE-NP의 MHR 값은 직접 추적되었습니다(PrF3 ) 및 반비례(LaF3 ) 0.1–10 kg m
−3
의 RE-NP 농도까지 (그림 1g, h). 따라서 평균 크기가 ~ 55 nm 이상인 RE-NP는 세포 성장에 영향을 미치지 않아야 하며 작은 크기의 NP만 종양 성장에 실제 역할을 할 수 있습니다.
RE-NP의 크기 및 구조 작은 RE-NP 식별
실험 데이터에서 RE-NP의 평균 크기, 분포 및 통계적 매개변수를 추출했습니다. t 를 적용하여 건조된 PrF3 에서 NP의 "평균 동일 면적 원"의 "무효 가설"에 대한 테스트 통계 및 DMEM+FBS 정지, p 무작위로 선택한 두 AFM 이미지 사이의 NP 직경 값은 ~ 0.001(추가 파일 2)입니다. MEAC 직경(63 nm) 값은 AFM 데이터에서 확실하게 추출되었으며 이는 DLS 데이터의 MHR 값과 비슷했습니다(그림 1g).
반대로 무작위로 선택된 LaF3 에서 MEAC 직경의 값은 샘플은 더 높은 거부 확률 값(p )과 함께 26nm의 평균 MEAC 직경을 보여주었습니다. =0.07), LaF3 의 발산 동작을 나타냅니다. 액체 현탁액에서. MEAC 직경과 DLS(296 nm)의 MHR(그림 1) 사이의 불일치는 LaF3 의 상호 작용의 복잡성 때문입니다. 다시 정지. 실제로 2 × 2 μm
2
의 경우 AFM 팁 스캐닝 영역, 평균 z -높이는 ~ 140 nm였으며, 큰 크기의 LaF3 의 존재를 나타냅니다. NP는 기판의 액체 현탁액에서 옮겨집니다(그림 4). "무작위로 선택된 TEM 샘플의 동일한 MEAC 직경 값"의 "영무 가설"의 경우, p 값도 작았습니다(p =0.001). 두 RE-NP의 경우 PrF3 에 대해 결합된 TEM 및 XRD 데이터에서 추출된 평균 MEAC 직경 값 및 LaF3 높은 p 표시 값, p =0.29 및 0.06, 따라서 TEM과 XRD 데이터 사이의 상관 관계를 허용하지 않습니다. TEM, AFM만(PrF3 ) 및 DLS 데이터는 MEAC 직경 및 코어-쉘 값을 추출하기에 충분히 신뢰할 수 있었습니다(추가 파일 2).
또한 Feret 직경의 비등방성 각도 분포는 두 PrF3 및 LaF3 이방성 각도 분포가 나노결정 사이의 강한 전기적 극성 상호작용을 나타내기 때문에 구조는 고도로 극성화된 유전체였다. LaF3 의 다양한 편광 상태 현탁액에서 응집 상태의 상대적 효율성을 축소하고 건조 샘플에서 표면 거칠기 매개변수를 확대하는 역할을 했습니다.
5μL 및 농도 0.1kg m
−3
에 대한 무작위 AFM 이미지의 소프트웨어 입자 분석 15 nm 및 10 nm보다 작은 크기의 ~ 22 및 ~ 11 RE-NP를 식별했습니다(p =0.001), TEM 이미지의 ~ 60 RE-NP 수(p =0.001) ~ 4μm
2
의 영역 , 따라서 서스펜션에 작은 크기의 RE-NP가 존재함을 확인합니다(그림 3(c), 추가 파일 2). DLS에서는 감지되지 않습니다.
RE-NP의 구조 및 기하학
RE-NP의 크기 분포는 에탄올과 DMEM+FBS 현탁액에서 다양합니다(그림 4). 다양성은 흡착된 단백질, 탄수화물, 전해질 및 RE-NP의 표면 사이의 서로 다른 분자 상호작용을 소유하여 RE-NP와 세포의 특정 상호작용을 조절하는 고도로 복잡한 유기 망토(코로나)의 형성을 초래합니다. DMEM+FBS 배지.
흡습성 RE-NPs와 DMEM+FBS에 갇힌 물 분자 사이의 상호작용도 코어-쉘 형성에 중요했습니다. 또한 준비 초기 단계에서 단백질과 중간 상호작용의 구조적 변화에 중대한 영향을 미쳤습니다. NPs의 표면 대 부피 비율이 현탁액에서 높은 값을 나타내면서 단백질을 흡수하는 능력을 포함하여 RE-NPs의 효과적인 안정성과 물리화학적, 기계적 및 흐름 특성이 매우 다양했습니다[39,40,41] .
AFM 및 TEM을 통한 액체(DLS)의 RE-NP 및 응고된 현탁액의 비교 크기 분포는 RE-NP가 RE-코어를 둘러싸는 단백질 쉘인 코어-쉘 유전체 구조를 형성하는 유기 형태 내부에 캡슐화되었음을 보여주었습니다. 유리 기판에 증착된 DMEM+FBS 현탁액의 응고된 RE-NP에서 이미지화된 AFM은 또한 다면적 RE-NP 및 단백질 코로나 복합체의 형성을 나타냅니다(그림 5). 건조된 매체가 결정 구조의 규칙적인 자기 조립 패턴을 형성하는 동안(그림 5a-d), 건조된 RE-NPs 현탁액은 AFM의 디지털 카메라로도 볼 수 있는 몇 개의 검은 반점이 있는 비정질 층 구조를 나타냈습니다(그림 5e-l). . 더 높은 광학 배율에서 배지 단독보다 작은 구형 모양의 개별 덩어리가 DMEM + FBS의 두 RE-NP와 수상 돌기 유형 구조에 대해 모두 감지되었습니다. 둘 다 상호 작용의 복잡성을 보여줍니다. 표면 매개변수 결과(그림 4). 가장 높은 AFM 분해능(1 × 1 μm
2
영역), 그림 5의 마지막 레인에서 분리된 RE-NP 응집체는 ~ 5 nm의 분해능 한계 내에서 두 RE-NP에 대한 건조 구조에서 확인되지 않았습니다. 광학 이미지에서 볼 수 있는 1-2 μm 길이의 검은색 구형 균사체는 코어-쉘 RE-NP의 큰 덩어리 덩어리였습니다. RE-NP와 DMEM+FBS 사이의 복잡한 반응은 순수한 DMEM+FBS에서 장기간 자가 조립된 긴 구조가 수상돌기 구조로 변형되는 것을 통해 시각화되었습니다.
결과는 단백질 껍질 내부에 캡슐화된 단일 RE-NP 코어 구조의 그림을 가리킵니다. 이러한 구조는 RE-NP와 교차 반응하는 유기물과 전해질로 둘러싸여 있기 때문에 감지할 수 없었습니다. PrF3 의 VUV 스펙트럼 140에서 170nm 사이의 일부 스펙트럼 피크를 보여줍니다(그림 8). 이온 전이는 최대 168nm에서 4f6s 의 스펙트럼 서명만 최대 의 전자 구성 132 및 127 nm에서 스펙트럼에 존재했습니다. However, these bands could evince the presence of water in the high hygroscopic PrF3 suspensions. Water has a rich, structured absorption band in the VUV spectral range centred at 122 nm, revealing the presence of water molecules in the core-shell NPs.
Activation of Mechanosensors Activation of Integrins by External Forces
The activation of oncogenic pathways by RE-NPs [24], besides the 3D structural nature of TSRs, is based on some Natural Evolution principles for sustaining the viability of cells. First, upon binding a specific external ligand in a LABS, conformational changes along the entire TSR spectrum underline a series of cascading pathways, triggering tumour cell growth (Fig. 9c, d). The transmission of signals advances through the plasma membrane via various protein chains. Signal transduction was via conformational transformations of integrins responding to a high affinity external force (Fig. 10a, b).
Simplified layout of integrin activation by NPs and signal transaction pathways. 아 Structure and conformational geometries of integrins at a low (A), medium (B) and high-affinity strengths (C). ㄴ AKT and ERK1/2 signal transaction pathways activated by RE-NPs via external integrin stimulation
그림>
Because of “life sustainability” and “survival laws” that prevents cancer cell growth by random “noise”, it is required that the strength of the external force should be within a bounded range of values and also the external strength stimulus should apply for a long period on a large number of mechanosensors in a cancer cell. The external strength that stimulates cancer must be slightly larger than the strength of the interatomic molecular forces under normal conditions. For a thermal energy of a ligand at room temperature (kT = 0.025 eV, T = 298 K), and for a regular thermal stress of molecular bonds of ~ 0.05 nm, the mean thermal force acting on the LABS stays for 1.2 × 10
−12
N. In principle, a force above ~ 10 × 10
−12
N acting coherently on the whole set of mechanosensors on a cell should activate signal transduction in tumour cells. Consequently, ignoring any thermal and mechanical stressing in the ECM normal conditions, integrin activation via electrical polar interactions between LABS and NPs has the potency to start signal transduction in cancer cells and to initiate tumorigenesis.
Integrin Structure and Geometry
An integrin receptor in the upright conformation state extends ∼ 20 nm upwards from the cell membrane [42] (Fig. 10a). For no contacts between the two α- and β-subunits, other than those in the headpiece near the ligand-binding pocket, the α- and β-subunits are well separated with their cytoplasmic tails extended out up to ∼ 8 nm [42]. A conic projection geometry (20 nm slant height, 5–10 nm diameter of its circular base), bounded by the α- and β-subunits, defines a projected area on the surface of cell’s membrane between ~ 19 and ~ 80 nm
2
, for a typical mean radius of a tumour cell R ㄷ ≈ 5 μm (equivalent surface area of a spherical cell \( {S}_c=4\pi {R}_c^2=3.14\ \mathrm{x}\ {10}^8\ {\mathrm{nm}}^2 \)). By dividing the area S ㄷ of a spherical tumour cell surface with the projected area of an integrin on a cell surface, an upper limit of the number of integrin receptors for these projected areas was n int = 1.6 x 10
7
and 3.9 × 10
6
각기. These numbers are compared with the mean number of integrins on a cell \( {\overline{N}}_{int}\approx 2\ \mathrm{x}\ {10}^5 \) and for an average interspacing of 45 nm between adjacent integrin receptors [43]. Nevertheless, \( {\overline{N}}_{int} \) might be larger because of an uneven surface structure, different separating distances between integrins and variable size of tumour cells (Fig. 9c), but the number of integrins on a cell membrane stand between n int and \( {\overline{N}}_{int} \).
Interaction of Mechanosensors with RE-NPs ERK ½ and AKT Activation
The TEM images and the elemental mapping of F, La and Pr showed that RE-NPs were unable to penetrate inside the cell. They gathered around the A549 cell membrane (Fig. 11), confirming that an external force can stimulate cell growth because of TSRs activation [44]. The Pr atoms were distributed around the boundaries of the cell’s membrane. The small numbers of F, La and Pr identifications inside the cell were not associated with endocytosis of RE-NPs, but they were images of RE-NPs from the projections of the two cells hemispheres on cell’s equatorial cycle.
TEM images and elemental analysis of RE-NPs at the surface boundaries of A549 cells. 아 TEM image of small size LaF3 NPs surrounding the A549 cells. ㄴ Elemental analysis of F atoms in RE-NPs distributed around the cell. ㄷ Elemental analysis of La atoms. The low concentration of La atoms was associated with a rather small scattering efficiency of the X-rays. d –f The same as for (a –ㄷ ) for PrF3 RE-NPs
그림>
It was also evident that both RE-NPs were able to enhance AKT phosphorylation, especially in A549 cells (Fig. 9d), where the steady-state level of AKT pathway activity was higher for the SW837 cell line. The phosphorylation level for the MCF7 cell line was below the detection limit, in agreement with the relatively low levels of growth. High phosphorylation levels of ERK1/2 [36] and AKT were detected in A549 and SW837 cell lines. Cell growth was started once NPs with a proper size interact with the mechanosensors of the cells to provide the correct force for initiating cell growth [45, 46]. ERK and AKT pathways were frequently active in several cancer cell types via extracellular springing, as they were stimulated by the TSRs, upon a selective binding with various mitogenic ligands, or via the activation of the mechanosensory group. The interaction was responsible for a continuous intracellular stimulation that, according to the cell’s phenotype, driven the cancer cells to uncontrolled and endless growth. Viability tests were also run for 48 and 72 h, but the growth of all cell lines was saturated at 48 and 72 h after the initial moment of Cell plating.
Interaction of Cells with Ions
Likewise, as fluoride anions are the most reactive electronegative elements and, the mean radii extension of the unscreened 4f electronic configuration of La and Pr trivalent ions are relatively large, high electric surface charges could be developed via electric dipole interactions [47].
One crucial question stands whether a single ion binding on a specific site can activate tumour cell growth. Because the projected area of the 4f electronic configuration of a single RE ion is S 4f = 0.040 and 0.043 nm
2
(for an approximated spherical geometry of the 4f electronic configuration and a 4f mean orbital radii ~ r 4f =0.113 and 0.117 nm for Pr and La ions, respectively), a typical upper limit number of single RE ions, or other equivalent size ions, over the whole area of the cell membrane was ~ Sc / S 4f = N 4f ~7.9 × 10
9
RE ions; a number which is at least two orders of magnitude above the upper limit of the mean number of integrins on a tumour cell. As the relative overgrowth of cells was ascending with rising concentration (Fig. 9a), it is unlikely that tumour cell growth is triggered by a specific binding of single trivalent RE ions [48] on the ligand sites [49,50,51]. Indeed, the large number of RE ions should have saturated the cell’s growth and thus the viability of cells should have remain independent from the concentration of the RE ions.
Interaction of Integrins with RE-NPs
Within the requisite force range of few pN, and for efficient activation of integrins from NPs, the interaction between NPs and LABS should activate a large fraction of integrins of the cell for a long time. In the most extreme favoured case for cell growth, the number of NPs had to remain equal with the number of integrins on the cell’s surface, and the interactive force between LABS and NPs has to be attractive for obtaining a constant (long-term) action. A thin spherical shell of spherical NPs surrounding a tumour cell occupied a volume\( {V}_{sc}\approx 4\uppi {R}_c^2x \), where R ㄷ = 5 μm is the cell radius and x ≈ 20 nm is half the separating distance between adjacent integrin receptors and V sc ≈ 6.3 x 10
9
nm
3
. For justifying the requirement that each integrin receptor interacts only with one NP, a first estimation of the size of NPs to meet the above requirements for the whole set of integrins on a cell is obtained by dividing the volume of the spherical shell V sc with the number of integrins. A simple calculation for a cell radius 5 μm shows that the limits of radii of NPs activating the whole set of integrins within the spherical shell volume V sc ≈ 6.3 x 10
9
nm
3
covering the cell is obtained by divided the volume V sc with the number of integrins \( {\overline{N}}_{int}\approx 2\ \mathrm{x}\ {10}^5 \) and n int ≈ 1.6 x 10
7
. The volume of the spherical NPs stands for 3.15 × 10
4
and 3.93 × 10
2
nm
3
각기. Therefore, the radii of the NPs interacting with an integrin lay between ~ 20 and 5 nm. Allowing for one order of magnitude variations in the number of integrins \( {\overline{N}}_{int} \), the radii of the NPs interacting with integrins is between ~ 27 and ~ 3 nm respectively.
By also applying similar simple calculations and within the experimental limits of concentration levels of RE-NPs (0.1–10 kg m
−3
), the maximum numbers of PrF3 with MHR 55–83 nm and LaF3 with MHR 296–100 nm NPs (Fig. 1g, h) covering the surface of a tumour cell V sc stood for 4.1 × 10
4
–2.1 × 10
4
and 17.1 × 10
2
–1.5 × 10
4
NP. These values are placed well below the number of integrins on the cell surface. For rising concentrations of PrF3 and LaF3 from 0.1 and 10 kg m
−3
, the number of PrF3 and LaF3 NPs in the suspensions must go up for either descending or ascending size of NPs. As viabilities of cancer cells are raised at higher concentration levels, it is unlikely that 55–296 nm sized RE-NPs are responsible for cancer cell mitosis under the current experimental configuration.
Also, from the DLS data, the size of both RE-NPs between 10 and 20 nm remained constant (10.6 nm) at different RE concentrations. The number of RE-NPs with this size covering the cell surface is between 3.7 × 10
5
and 1.5 × 10
6
. This number is comparable with the mean number of integrins \( {\overline{N}}_{int}\approx 2\ \mathrm{x}\ {10}^5 \) on a cell surface. Therefore, only small size RE-NPs have the potency to stimulate cancer cell growth by stimulating all the integrins on a cell surface, in agreement with the experimental observations (Figs. 1g, h and 9a).
The number of tiny sizes RE-NPs with MEAC diameter (TEM) from 2 to 10 and 10 to 15 nm on the cell surface (S ㄷ = 314 μm
2
) stands for 1.3 × 10
4
and 1.8 × 10
4
RE-NPs, respectively. Those values stayed one order of magnitude below \( {\overline{N}}_{int}\approx 2\ \mathrm{x}\ {10}^5 \) and therefore tiny size RE-NPs had also the potency to justify the experimental results of rising viability values with concentration (Fig. 9a). Also, the rough surface of tumour cell (Fig. 9c) is able to form cavities, where small size RE-NPs are trapped, triggering thus cell’s mechanosensors. Most important, only tiny size RE-NPs have the potency to activate integrin receptors via electrical dipole interactions (vide infra).
Interaction of EGFR with RE-NPs
An upper limit of small size NPs capable of stimulating cell’s overgrowth via the EGFR was set previously to 14 nm [52], but a realistic size of NPs stimulating the EGFR should be < 5 nm [53] (Fig. 12). The area number density of EGFR on the surface of tumour cells stands for ~ 1.4 × 10
−4
nm
−2
and the total number of EGFR on the surface S ㄷ of cells remains between ~ 4.2 x 10
4
and 10
5
[54,55,56]. RE-NPs with 5–10 nm size stayed for a number of 34 NPs (Fig. 3). Extrapolating this number to the surface of a cell S ㄷ , the total number of RE-NPs remained at ~ 10
4
NPs, a number which matches the number of EGFR receptors on a A549 cell. Therefore, the EGFR have the potency to be activated synergistically also by a number of tiny size RE-NPs.
AKT and ERK1/2 signal transduction pathways activated by RE-NPs via EGFR stimulation. EGFR is activated only by tiny size ~ 5 nm NPs
그림> Electric Dipole Interaction Between RE-NPs and LABS
The above experimental results are supported by the hypothesis of cancer cell growth from LABS stimulation by tiny size core-shell RE-NPs via electrical dipole interactions, Appendix.
Indeed, the mean electrical dipole force \( \left\langle {\overrightarrow{F}}_{V_2}\right\rangle \)acting on LABS from a core-shell RE-NP includes two terms (Fig. 13d and Appendix, Eq. A22). The first radial term is inversely proportional to the forth power of separating distance r 1 between the RE-NPs and LABS and is also proportional to the size of NP. The second polar term is inversely proportional to both the separating distance r 1 and the square power of the size of NP,
$$ \left\langle {\overrightarrow{F}}_{V_2}\right\rangle =-\frac{G_1{N}_2{N}_1\ d{e}^2}{4{\varepsilon}_0\ {r}_1\ }\theta \left(\ 3G\frac{b}{r_1^3}{\widehat{r}}_1+\frac{\theta }{2{b}^2}{\widehat{\theta}}_1\right)\kern0.75em (1) $$
아 Electrical dipole interaction between one core-shell RE-NP and one LABS. ㄴ , ㄷ RE core-shell NP near a MIDAS (b ) and ADMIDAS (c ) adhesion sites. d Locus area (green) of the size of RE-NPs and separating distance between a LABS and a core-shell RE-NP for two electrical charging states
그림>
식에서 1, G 그리고 G 1 are the geometrical factors of NPs, describing either core-shell or core spherical structures, Appendix, Eqs. A6 and A14; 아니 1 , N 2 are the numbers of surface electrons on the a RE-NPs and LABS surfaces; d 그리고 b are the effective characteristic spatial extension of atomic orbitals of LABS, ~ 0.1 nm, and the radius of RE-NP; 이 그리고 ε 0 are the electron charge and the vacuum permittivity and \( \theta =\frac{d}{r_1}<0.01\ rad \). Because the core of the RE-NPs is a crystalline semiconductive material, an inherent large number of surface and volume defective sites were accountable for a high density of pseudo-electron energy levels that allowed the electrons to move freely within the core volume [46]. Consequently, a core-shell structure had the potency to be highly polarised. Therefore, LABS can be activated efficiently by core-shell RE-NPs via electrical dipole interactions at close separating distances. The high polarised efficiency of the core nucleus was confirmed experimentally via the selective orientation of NPs along two distinct directions (Fig. 2(a4–d4) and Fig. 3(a4, b4)).
The polar interaction force is also proportional to the geometrical factor G 1 , Appendix, Eq. A14. Typical values of dielectric constants of the culture media, shell configuration and RE core components stand for ε 1 = 78, ε 2 = 10 and ε 3 = 15. When the ratio of core-shell to core radii b/a sets within 1 and 50, the geometrical factors G , G 1 retain almost constant values (G = 0.2, G 1 = 0.01) and they are self-same for both a spherical core (b/a = 1) and a spherical core-shell. Any permanent or induced polarisation of an open or closed a-I-MIDAS domain forming the LABS domain has its origin on six coordinated water oxygen atomic orbitals with Mn
2+
or Mg
2+
ions, arranged in a spherical geometric configuration [7] (Fig. 12a–c).
As the electrical dipole force in Eq. 1 stands for the vector sum of a radial (first term) and a polar component (second term), the last term prevails over the first one provided that
$$ {r}_1>\sqrt[3]{6G}b\sim b\kern0.75em (2) $$
In this case, a LABS is activated from the polar force component for all (b/a) ratios and, most important this term is inversely proportional to the second power of the size of NPs, in agreement with the experimental results that only tiny or small size LaF3 NPs activated cancer cell proliferation.
The prevailed polar force term for different r 1 그리고 b values and for different Ν 1 , Ν 2 charging states activating the LABS/MIDAS stay within the limits [57,58,59,60].
$$ {10}^{-12}N<\frac{G_1{N}_2{N}_1\ d{e}^2}{8{\varepsilon}_0\ {r}_1{b}^2\ }{\theta}^2<{10}^{-9}N\kern1em (3) $$
Inequality 3 relates the size b of the RE core-shell NPs, the separating distance r 1 and the number of the bound or free electrons Ν 2 , Ν 1 on the surface of the two dipoles. The locus of points (r 1 , b ) satisfying the inequality 3 for different surface charge states Ν 1 , Ν 2 is bounded by the black, red and blue lines (Fig. 13c). As there was no specific assumptions for the type of RE-NP, results can be equally applied for any type of polarised NPs.
When the algebraic product of the number of the surface electrons N 1 및 N 2 (bound or free) on the LABS and the RE-NP, respectively, was N 1 아니 2 = 2, the locus of RE-NPs size and separating distance for integrin activation was < 1 nm. At higher charging states, N 1 아니 2 =10
4
, the locus area spans a wider RE-NPs size and separating distance area set of values, from 0.5 nm–19 nm to 2.5–15 nm, respectively.
From the above analysis, it is found that only tiny or small size NPs can activate LABS at a certain separating distance r 1 and the electrical dipole interaction strength decays inversely proportional to the second power of the size of NPs. From Fig. 13c and for a charging state with N 1 아니 2 = 5 x 10
4
, the size of NPs capable to activate LABS is bounded by the limits
$$ 2.5\ \mathrm{nm}
Most important, from Fig. 13c, both the locus area (green area) and the size of RE-NPs increase for higher electrical charging states. 섹션> 결론
Cancer is a complex disease. Tumours are highly heterogeneous, and cell growth, among other factors, depends on dynamical interactions between cells and the continually changing extracellular matrix. Besides random genomic mutations, signal transductions in cells, activating cell growth can be triggered by mechanical, thermodynamic and electrical polar interactions between the microenvironment of the extracellular cell matrix and the membrane’s mechanosensors. Here, we demonstrated that tumour cell proliferation in three different human cancer cell lines (A549, SW837, MCF7) had the potency to be activated by a synchronised and synergetic activation of EGFR or via electrical dipole interactions between tiny size RE-NPs and the LABS of integrins on a cell.
Because the prerequisite force for integrin activation should stand between 10
−12
and 10
−9
N, the size of the active RE-NPs causing cell growth should be within certain limits. Cancer activation is specified by both the electrical surface charges on the LABS and the NPs and by their separating distance. This electric dipole activating force follows an inversely proportional square power law of the radius of NPs, evidencing that only tiny or small size RE-NPs have the potency to stimulate cancer cell growth via electrical dipole interactions, in agreement with the experimental results.
섹션> Methods Synthesis of RE-NPs
PrF3 NPs were synthesised via co-precipitation. Briefly, 4 g of Pr2 O3 were added to 110 mL of 10% nitric acid in a polypropylene glass beaker together with 3 g of NaF under stirring. The mixture was heated to 50 °С and stirred for 45 min until a clear light-green solution appeared. Then it was filtered. The pH of the mixture adjusted to 4 by adding 25% of ammonium hydrate. Next, the mixture was stirred again for 20 min. Finally, the precipitated NPs washed with distilled water by centrifugation.
LaF3 NPs were also synthesised by applying the same protocol in a mixture of La2 O3 (4 g) and NaF (3 g). From both preparations, an aliquot of the suspensions containing NPs was air-dried for structural analysis and the remaining part kept as water suspension for the biological studies.
The suspensions of NPs were prepared in complete DMEM+FBS cell culture medium by adding water suspended NPs directly to the medium to a final concentration of 5 mM. Then, starting from the 5 mM stock solution, some subsequent dilutions using DMEM as a solvent were prepared to a final NPs concentration of 1 mM and 0.5 mM, respectively.
Size Distribution of RE-NPs XRD
The crystal structure and the size of PrF3 and LaF3 NPs were characterised by XRD spectroscopy, with an X-ray diffractometer (Shimadzu XRD-7000S) in the 2θ range from 10° to 80° using the graphite monochromatised Cu-Ka radiation (1.5406 Å). The weighted average of τ for all peaks was used in the statistics. Weighting, besides β, took into account the relative intensity of every peak of the XRD spectra. The corresponding errors incorporate the reading error (0.3 mrad) and the standard error of the mean (se = σ / √ Ν ).
DLS
The size distribution and the MHR of RE-NPs in water and DMEM+FBS suspension were determined for comparison by DLS at 632.8 nm and right angles at 37 °C with a multi-angle dynamic and static light scattering instrument (PHOTOCOR-FC). The values of the MHR (Stokes radius) and the size distribution of NPs were calculated from the autocorrelation spectra and the Stokes-Einstein relation with the DynaLS software. Because the intensity of scattered light in pure DMEM+FBS was 20 times lower than with RE-NPs additives, the level of aggregating proteins in pure DMEM+FBS was negligible compared with mixed suspensions of RE-NPs in DMEM+FBS medium. MHR and RE-NPs size distribution and size errors were obtained by fitting and processing the data from the DLS instrument with the DynaLS software that allows the MHR to be calculated in different spectral domains of the main size distributions, from 10–10
2
to 10
2
–10
3
nm, Additional file 2.
AFM
Because size distribution below 15 nm was close to the low limit range of DLS, AFM was also applied to evaluate small size distribution. At low concentration of RE-NPs in liquid suspensions and slow drying rates of droplets on glass substrates, the deposits reflected the size distribution in the liquid suspensions [37]. Following the dispersion of RE-NPs in ethanol or DMEM+FBS, a drop of suspension was placed on a clean glass substrate using a micropipette, and then it was dried in air at room temperature for AFM imaging and analysis (diInnova, Bruker). AFM was performed in the tapping mode, in ambient conditions with a phosphorus-(n)-doped silicon cantilever (Bruker, RTESPA-CP), having a nominal spring constant of 40 nN/nm and operating at a resonance frequency of 300 kHz. Surface areas of various sizes (0.5 × 0.5–50 × 50 μm
2
) were imaged with high spatial resolution (512 px × 512 px) at a scanning rate of 0.2 Hz to identify domains with different size distributions via “scan area filtering” [37]. From the morphological analysis by the SPM LabAnalysis V7 software, the particle’s size distribution, shape and aggregation stage were determined.
The size of NPs for different scanning areas was also noticeable by the particle analysis chromatic bar (Fiji integrated ROI colour coder based on MEAC diameter) (Fig. 2(a1–d1)). The AFM image was transformed into a binary image using an appropriate z -height threshold. Every pixel of the processed image contained information not only for the z -height in the pixel area but also for the presence of particles in the pixel area. x -histograms of MEAC and Ferret diameter (Fig. 2(a2–d2, a3–d3)) were extracted by using the “Image J 1.51n Fiji distribution software”, with the correct z -height threshold values. The size resolution per pixel was 3.9 and 1.9 nm for PrF3 and LaF3 respectively.
The particle identification, the noise extraction and the particle area data were processed by the “Particle Analyser function” of Fiji software (Fig. 2(a1–d1)). The particle diameter histograms were also analysed. Both the equal area circle diameter (Fig. 2(a2–d2)) and Feret diameter or “calliper diameter” (maximum diameter of a particle among all directions) (Fig. 2(a3–d3)), whose direction was the Feret angle (Fig. 2(a4–d4)), were analysed. The mean equal area circle diameter and the mean Feret diameter were calculated taking into account all particles identified. The associated errors incorporated the actual pixel size in every AFM image and the standard error of the mean (se = σ / √ Ν ).
그 test was performed for every set of AFM images based in the “null hypothesis” that the mean particle diameter was the same for all the AFM images between randomly selected figures (Fig. 2(a1–b1, c1, d1)). 피 value (probability that the null hypothesis based on t distribution is not valid) is shown in Additional file 2.
TEM
The same technique was followed for calculating the above parameters in TEM imaging (Fig. 3(a1–b4)). Atomic resolution TEM (Hitachi HT7700 Exalens) imaged either extracellular or intracellular RE-NPs attachment on the A549 cells fixed in glutaraldehyde. Elemental analysis of F, La and Pr were also carried out (Oxford Instruments X-Max 80T).
2D-FFT
Additional information on the NPs size distribution in the (x , y ) plane was also extracted from the 2-D Fourier transform of AFM images of NPs using the relation
$$ I\left({k}_x,{k}_y\ \right)=\iint f\left(x,y\right)\exp \left(i{k}_xx\right)\exp \left(i{k}_yy\right) dxdy $$
여기서 f (x , y ) is a size function at a point (x, y ), k x , 카 와 are the associated wavevectors in the inverse Eukledian space at the same point and I (카 x , k 와 ) is the “spectral density” of the function f (x , y ) at the point k x , 카 와 . For most applications, f (x , y ) is the z -height of the NPs at the point (x, y ) and z = f (x , y ).
For a set of discrete data, such as the digitised AFM images, the 2D-FFT was used instead of 2D Fourier transform in the continuous space. For a m × n X-matrix (pixels of an AFM image), the 2D-FFT transform takes the form
$$ \kern1em {Y}_{p+1,q+1}=\sum \limits_{j=0}^{m-1}\sum \limits_{k=0}^{n-1}{\omega}_m^{jp}{\omega}_n^{kq}{X}_{j+1,k+1\kern1.25em } $$
where \( {\omega}_m^{jp}={e}^{2 pi/m},{\omega}_n^{kq}={e}^{2 pi/n} \) are the associated frequencies. Then, an appropriate shift along the y -axis was performed and the integers m, n, p, q, k were translated into lengths and inverse lengths respectively by a multiplication with the pixel’s size of the image.
Water Trapping in RE-NPs VUV Spectroscopy
To appraise the state of water in RE-NP’s complexes during the initial stage of suspension preparation, the adsorption of water molecules on the surface of the hygroscopic PrF3 NPs was identified with a laboratory-made VUV (110–180 nm) absorption spectrometer. It consists of a hydrogen lamp operating in a longitudinal stabilised discharge mode at 10 kV, a stainless steel vacuum chamber and a VUV monochromator (Acton VM502), equipped with a solar blind photomultiplier (Thorn EMI 9412 CsTe) and a laboratory-made data collection system. Thin layers of PrF3 NPs suspensions in water were prepared and dried on 1-mm-thick VUV-grade CaF2 substrates by applying the “drop-casting method”. Then, the CaF2 substrates were placed in the optical path between the hydrogen lamp and the VUV monochromator in a vacuum. The stainless steel 316 vacuum chamber was evacuated initially to 10
− 7
mbar using two turbomolecular pumps at a differential pumping configuration (Edwards EXT 100/200, pumping speed 150 ls
−1
). However, a high outgassing rate of PrF3 sets an upper limit to the background pressure in the vacuum chamber ~ 8.5 × 10
−5
밀리바. The relatively low background pressure of both compounds irreversibly damages the VUV optics and the turbomolecular pump after few hours of operation and therefore it sets certain experimental constraints, preventing an equivalent registration of LaF3 spectrum because of high outgassing rates and a low background operating pressure (< 10
−4
mbar). The experimental data (light transmitted through the sample film on CaF2 window) were fitted to a logarithmic response for calculating the transmittance.
Cell Culture and Growth Assay Cell Growth
The A549 and SW837 cell lines were maintained in DMEM+FBS, whereas the MCF7 lines were in RPMI+FBS. Both media supplemented with 10% fetal bovine serum (FBS), 1 × penicillin, 1 × streptomycin and 2 mM l-glutamine. Cells were incubated at 37 °C, 5% CO2 in a humidified atmosphere.
The WST viability test was used to monitor the intrinsic toxicity of PrF3 and LaF3 NPs for three human cancer cell lines, A549, SW837 and MCF7. For the viability assay, three different concentrations of RE solubles (0.5, 1 and 5 mM) in DMEM+FBS (A549, SW837) and RPMI+FBS (MCF7) were used. The initial number of cells seeded in the 96-well plates was ~ 5 × 10
4
세포/웰. This amount of cells was plated 24 h prior to the RE-NPs treatment of cells in order to allow enough time for the cells to attach properly to the plate (wells) and to attain the optimum growing conditions. Subsequently, the viability test was performed 24 h after RE-NPs addition, or 48 h after the initial cell cultures were placed in the wells. As we did not observe any cell reduction, but on the contrary cell-overgrowth, especially with the SW620 cell line at 5 mM, the cell confluence quickly reached 80–90% of its initial value after 24 h of the addition of RE-NPs or 48 h from the initial plating.
Five microliters of WST solution was added to each well and the plate was incubated for 1 h during the growth state. The absorbance at 450 nm of each well was measured using a microplate reader (Biorad, x Mark). Each experimental point for each cell line and each RE suspension was extracted from two samples and triplicated every 2 days (total of 108 samples).
F test was used for every set of cell viability measurements. Here, the “null hypothesis” was that the relative to the CTRL “mean viability value was the same at different concentrations within the same cell line”. With this null hypothesis, an unknown law connecting tumour cell viability and RE-NPs concentration was identified. 피 value (probability the null hypothesis to be rejected) was also tested from the F distribution Additional file 1.
Western Blotting and Antibodies
Total proteins were extracted with 60 μL of radioimmunoprecipitation assay (RIPA) lysis buffer (20 mM Tris-HCl (pH 7.5); 150 mM NaCl, 1 mM Na2 EDTA; 1 mM EGTA; 1% NP-40; 1% sodium deoxycholate; 2.5 mM sodium pyrophosphate; supplemented with proteases inhibitors 1 mM β-glycerophosphate; 1 mM Na3 VO4 1 μg/ml; leupeptin) and the Wb assay was performed according to standard protocols (Fig. 9b). Briefly, total proteins (50 μg) were separated by SDS-polyacrylamide gel electrophoresis (SDS-PAGE) and transferred to nitrocellulose membrane. Blots were incubated overnight at 4 °C with appropriate primary antibodies. The antibodies used were tubulin code sc-8035, from Santa Cruz (final concentration 1:1000 in blocking buffer); p-ERK (E-4) code sc-7383, from Santa Cruz (final concentration 1:500 in blocking buffer); and p-AKT (Thr308) code 9275S, from Cell Signaling (final concentration 1:1000 in blocking buffer).
Wb bands are collected from different blots showing quality control of antibodies specificity. Numbers at the top of the phosphorylation images show grey scale levels from 0 (black) to 168 (grey) (maximum value ), indicating activation at a non-saturated mode.
섹션> 약어 2D-FFT:
Two-dimensional fast Fourier transform
ADMIDAS:
Adjacent MIDAS
AFM:
원자력 현미경
AKT:
Protein kinase B
CTRL:
Control cells
DLS:
동적 광산란
DMEM:
Dulbecco’s modified Eagle’s medium
ECM:
Cell-extracellular matrix
EGFR:
Epidermal growth factor receptors
ERK:
Extracellular signal-regulated kinase
F.A.:
Feret angle
F.D.:
Feret area diameters
FBS:
Fetal bovine serum
LABS:
Ligand adhesion binding site
MEAC:
Mean equal area circle
MHR:
Mean hydrodynamic radius
MIDAS:
Metal ion-dependent adhesion sites
NGFR:
Nerve growth factor receptor
NP:
나노입자
RE-NPs:
Rare-earth nanoparticles
RIPA:
Radioimmunoprecipitation assay
RMS:
제곱 평균 제곱
RPMI:
Roswell Park Memorial Institute medium
SDS-PAGE:
Sodium dodecyl sulfate-polyacrylamide gel electrophoresis
SyMBS:
Synergistic metal ion binding sites
TEM:
투과전자현미경
TSR:
Transmembrane signal receptors
VEGFR:
Vascular endothelial growth factor
VUV:
Vacuum ultraviolet
Wb:
Western blot assays
WST:
Water-soluble tetrazolium salts
XRD:
X선 회절
섹션>