【Science】亲和力达1.5nM、选择性超1000倍!覆盖绿、橙、红波段的超小荧光蛋白标签NovoTag

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【Science】亲和力达1.5nM、选择性超1000倍!覆盖绿、橙、红波段的超小荧光蛋白标签NovoTag

【Science】亲和力达1.5nM、选择性超1000倍!覆盖绿、橙、红波段的超小荧光蛋白标签NovoTag#

文章标题:De novo design of orthogonal far-red, orange, and green fluorophore-binding proteins for multiplexed imaging

文章作者:Long Tran, Steffen Klein, David Juergens, Shajesh Sharma, Justin Decarreau, Gyu Rie Lee, Yujia Wang, Wei Chen, Asim K. Bera, Alex Kang, Jon Woods, Emily Joyce, Dionne K Vafeados, Nicole Roullier, Xinting Li, Bingxu Liu, Yang Bo, Edin Muratspahić, Tim A. Brown, Jonathan B. Grimm, Ronak Patel, Luke D. Lavis, Julia Mahamid, Linna An, David Baker

文章链接https://doi.org/10.1126/science.aeb0822

文章概要#

华盛顿大学David Baker团队联合多国研究团队,利用基于机器学习的从头蛋白质设计技术,成功开发出名为NovoTag的全新小型荧光染料结合蛋白。这些蛋白质分子量仅为13.3至15.6 kDa,能够以纳摩尔级别的超高亲和力(解离常数低至1.5 nM)和超过1000倍的高选择性结合三种覆盖绿、橙、红波段的Janelia Fluor小分子荧光染料。研究团队不仅实现了多色超分辨率成像与荧光寿命成像,还衍生出共价结合标签以及基于小分子诱导二聚化的NovoSplit细胞内相互作用传感器,为活细胞与固定细胞的高分辨率、多通路成像提供了强有力的全新分子工具箱。

引言#

生物成像技术的发展极大地推动了细胞生物学研究。传统的基因编码荧光蛋白虽然能够实现特异性的细胞标记,但其相对较低的亮度和较差的光稳定性限制了成像的分辨率与持续时间。相比之下,小分子荧光染料如Janelia Fluor系列,具有极佳的光量子产率、出色的光稳定性以及良好的细胞膜透过性,是高分辨率成像的理想选择。然而,如何将这些小分子染料精准定位于细胞内的特定靶蛋白,一直是该领域面临的主要挑战。

目前常用的HaloTag和SNAP-tag等融合标签虽然能通过共价结合实现定点标记,但它们的分子量相对较大,通常在20至35 kDa之间。更严重的问题在于,这些传统标签缺乏针对特定染料的专一选择性,它们通常识别通用配体结构,导致无法在同一个细胞内同时使用多种同类染料进行正交标记。由于Janelia Fluor染料均属于结构高度相似的罗丹明衍生物,且自然界中不存在天然的结合蛋白,因此设计出能精准区分微小化学差异且高亲和力结合特定染料的小型蛋白质,成为了一项极具挑战性的科学难题。

Fig. 1. Design and characterization of Janelia Fluor-binding proteins.#
(A to C) NovoTag designs for the binding of JF494 (A), JF596 (B), and JF657 (C). For each JF dye–NovoTag pair, the chemical structure of the target dye (left), model of the NovoTag design (middle) with the relevant dye-interacting residues highlighted (insets), and fluorescence polarization (FP) titration curves (right) are shown. For each FP titration, 3-8 independent measurements were acquired. For each concentration, the FP (mean ± SD) is shown. A non-linear regression (standard binding isotherm model) was fitted, and Kd values were determined and reported with standard error (SE). (D) Excitation (dotted lines) and emission (solid lines) of JF dye-NovoTag pairs: JF494 (green), JF596 (orange), and JF657 (red). (E) Photophysical characterization of free JF dyes and JF dye–NovoTag conjugates: Absorbance maximum (λabs), emission maximum (λem), extinction coefficient (ε), fluorescence quantum yield (Φf) with SD, and fluorescence lifetime (τf). (F and G) Superposition of the design model of NovoTag657 (red) with the apo (F) and holo (G) crystal structure (gray). Green dashed lines indicate hydrogen bonds.#

主要实验及结论#

针对这一难题,研究团队利用基于深度学习的Cα RFdiffusion方法,结合LigandMPNN算法,成功从头设计出了能够包裹目标染料分子的伪环状单域蛋白。如图1所示,研究人员针对绿光(JF494)、橙光(JF596)和红光(JF657)三种荧光染料分别设计了对应的NovoTag结合蛋白,其分子量仅为13.3至15.6 kDa。荧光偏振实验表明,NovoTag494、NovoTag596和NovoTag657与对应染料的解离常数KdK_d分别达到了19.1 nM、1.5 nM和2.0 nM,展现出超高的结合亲和力。在选择性测试中,NovoTag对其目标染料的结合能力比对非目标染料高出1000倍以上。高分辨率晶体结构进一步证实,设计的蛋白质口袋与目标染料分子展现出高度的形状互补性,并通过精确排列的芳香环π-π堆叠和氢键作用紧密锁定染料。

基于高亲和力和强特异性的优势,研究团队验证了NovoTag在活细胞与固定细胞多色成像中的应用。如图2所示,研究人员将三种NovoTag分别融合表达于HeLa细胞的内体、线粒体和染色质上,通过一次性加入三种染料混合液并洗涤,成功实现了清晰的多荧光通道信号分离。选择性实验证明,只有特定波长激发光、特定染料与对应NovoTag结合时才能产生荧光信号,细胞内交叉干扰极低。此外,NovoTag657在受激发射损耗(STED)超分辨率成像中展现出媲美主流HaloTag系统的光稳定性,能够在高强度激光照射下维持长时间的荧光发射,并显著提升成像分辨率。

Fig. 2. Multiplexed super-resolution fluorescence microscopy in live and fixed cells using NovoTags#
(A and B) Multiplexed fluorescence microscopy in fixed (A) and live (B) HeLa cells: NovoTag494 labels endosomes (2×FYVE, magenta), NovoTag596 labels mitochondria (MitoTag, green), and NovoTag657 labels chromatin (H2B, white). Cells were stained with 50 nM of each dye (JF494, JF596, JF657) for 30 min at 37°C, followed by three washing steps. Confocal and STED images (presented side by side at the top) were acquired on a Leica Stellaris 8 STED Falcon microscope. Bottom: numbered zoom-ins and line plots (ii, iv) for NovoTag494 (iii) and NovoTag596 (iv) for confocal and STED. (C) Photostability of JF dyes: HeLa cells expressing either NovoTag657 or HaloTag7 localized to mitochondria (MitoTag) were fluorescently labeled with 50 nM of each dye (JF657, Halo-JFX650) as above. Fluorescence intensity was measured after each bleaching iteration. For each sample, photobleaching of 10 individual cells was acquired in two independent experiments. All data points are shown (gray). Non-linear regression (one-phase decay) of the fluorescence signal was fitted. (D) Specificity of NovoTags: Each NovoTag (NovoTag494, NovoTag596, NovoTag657) was localized to mitochondria (MitoTag) in HeLa cells, labeled with one of each JF dye (JF494, JF596, JF657), and excited with one of three wavelengths (474 nm, 575 nm, 631 nm). Fluorescence intensity measurements were obtained from twelve fields of view for each condition in three independent experiments. For each combination, the mean fluorescence intensity is plotted. Scale bars in (A) and (B), 5 μm, zoom 1-2: 5 μm, zoom 3-6: 500 nm.#

除了改变光谱波长外,研究团队还探索了利用蛋白质工程对荧光寿命进行精准微调的可能性。如图3所示,研究人员通过对NovoTag494结合口袋的氢键网络和静电环境进行序列重设计,筛选出了短荧光寿命变体NovoTag494S(1.27 ns)与长荧光寿命变体NovoTag494L(2.78 ns),与原始设计(2.00 ns)形成了显著的分离。在细胞实验中,利用单一波长激发和相位荧光寿命解离技术(FLIM),研究团队仅凭一种JF494染料便成功区分了内体、线粒体和染色质三个不同的细胞器结构,将多色成像拓展到了荧光寿命的全新维度。

Fig. 3. Fluorescence-lifetime-based multiplexed microscopy using NovoTags.#
(A) NovoTag494 binding site was subjected to sequence redesign using LigandMPNN-FastRelax, and two variants with different hydrogen-bonding networks, π–π-stacking profiles, and electrostatics of the binding pocket were selected with shorter or longer fluorescence lifetimes (NovoTag494S and NovoTag494L). The sequence logo represents the relative frequency (letter height) of each amino acid in the redesigned residues. (B and C) Excitation (B) and emission (C) of JF494 dye bound to NovoTag494 and the two lifetime variants. (D) Photophysical characterization of the JF494-NovoTag494 variant conjugates. Parameters as specified in Fig. 1D. (E) Fluorescence polarization titration of NovoTag494, and of the two lifetime variants. A nonlinear regression (standard binding isotherm model) was fitted, and the Kd values were determined. NovoTag494S and NovoTag494L showed affinities to JF494 of 49.8 nM and 150.8 nM, respectively. For each sample, 3-4 independent measurements were acquired. (F) Distribution of fluorescence lifetimes of each NovoTag494 variant in cells. HeLa cells were transfected with one of the following plasmids: MitoTag-NovoTag494S, 2×FYVE-NovoTag494, or H2B-NovoTag494L, chemically fixed, and imaged in the presence of 10 nM JF494. For each sample, fluorescence images of 11-16 cellular regions were acquired. The histograms of fluorescence lifetimes are plotted, and fitted with a Gaussian distribution. (G to J) HeLa cells were co-transfected with MitoTag-NovoTag494S, 2×FYVE-NovoTag494, and H2B-NovoTag494L, chemically fixed, and imaged in the presence of 10 nM JF494 with a confocal microscope Leica Stellaris 8 Falcon. Shown are the total fluorescence intensity (G), the fluorescence lifetimes (H), and the phasor plot (I). Using phasor-based lifetime unmixing, the signals of the three labeled components were separated (J). Scale bar: 20 μm.#

为了进一步拓展应用场景,研究团队还开发了共价结合与诱导二聚化系统。通过在结合口袋特定位置引入半胱氨酸残基,成功构建了能与JF657发生亲核取代反应的共价标签NovoTag657cv,在活细胞内实现了稳定的共价标记。如图4所示,研究人员将NovoTag657切分为两个片段,构建了名为NovoSplit657的化学诱导二聚化系统。在活细胞中,加入JF657染料可迅速诱导两个蛋白片段组装成二聚体,同时提供强烈的荧光定位信号。更令人瞩目的是,当在细胞固定后加入染料时,NovoSplit657能够作为极低背景的近距离探针,精准记录固定前细胞内天然蛋白质的相互作用状态,而不会引入人工诱导的非特异性聚集。

Fig. 4. Chemically induced dimerization and proximity biosensing using NovoSplit657.#
(A) The design of NovoSplit657 is based on NovoTag657 that was split at two sites, and the original C- and N-termini were fused with a short linker. The fluorescent dye JF657 induces dimerization of the two monomers NovoSplit657A and NovoSplit657B. To prevent non-induced dimerization, an Arg53Ala substitution was introduced into NovoSplit657B. (B) The NovoSplit657 AF3 prediction (in color) superimposed with the crystal structure of NovoTag657 (gray). (C to E) NovoSplit657 as a CID system: HeLa cells were transfected with MitoTag-mStayGold-NovoSplit657A and mCherry-NovoSplit657B (C). Cells were incubated with 200 nM JF657 for 1 hour, washed three times, chemically fixed, and imaged with a confocal microscope Zeiss LSM 980 AiryScan (D). Colocalization was analyzed by calculating the Pearson’s correlation coefficient between NovoSplit657A and NovoSplit657B, as well as between NovoSplit657A and JF657 (E). For each sample, 59 (non-induced) and 61 (+JF657) individual cells were analyzed. (F to J) NovoSplit657 as proximity biosensor: HeLa cells were transfected with MitoTag-LHD(A)-NovoSplit657A-mScarlet and either LHD(B)-NovoSplit657B-mNeonGreen (F) or NovoSplit657B-mNeonGreen (negative control, H). Cells were chemically fixed and fluorescently labeled with 5 nM JF657 for 30 min, followed by three washing steps. Fluorescence images were acquired on an OMX SR microscope [(G) and (I)]. For experiment in (G), colocalization was analyzed by calculating the Pearson’s correlation coefficient between NovoSplit657A and NovoSplit657B, as well as between NovoSplit657A and JF657 (J). For each sample, 11 (LHD(A)-LHD(B)) and 12 (LHD(A)) individual cells were analyzed. All data are shown as Box and Whiskers plots indicating the median (center of box), 25% and 75% quartiles (bounds of box), minimum and maximum values (bars). Each data point represents one cell. Unpaired two-sided Welch’s t tests were conducted. Statistical significance: ∗∗∗∗ p < 0.0001. Scale bars: (D) 20 μm, (G) and (I) 40 μm.#

总结及展望#

这项研究成功将计算蛋白质设计的强大能力与小分子荧光染料的光学优势完美融合,突破了传统荧光标记技术在分子量大小、光谱重叠和选择性方面的限制。通过同时在光谱波长与荧光寿命两个正交维度进行拓展,理论上可以在单个细胞内实现超过30种不同蛋白靶点的同时追踪与成像,为高通量、高分辨率的细胞生物学研究开辟了全新途径。未来,随着设计策略向近红外波段以及光激活、闪烁型荧光染料的进一步延伸,NovoTag技术体系有望在复杂组织深度成像、单分子追踪以及活体动态监测等广阔领域发挥关键作用。

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【Science】亲和力达1.5nM、选择性超1000倍!覆盖绿、橙、红波段的超小荧光蛋白标签NovoTag
https://blog.fluolab.cn/posts/science/science-00000004/
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