Templated growth is an important synthetic strategy for the construction of complex multicomponent nanostructures [1][2][3]. The commonly-used templates can be made from either "hard" materials [4-7] (e.g., silica) or "soft" materials (e.g., micelles [8], polymers [9], supramolecules [10], etc.). Hard templates typically allow for good crystallinity of the final nanostructures and better preservation of the geometric feature of original templates [7,11], while soft templates are relatively easy to prepare and remove during the synthesis [12,13]. Recently, polymer-tethered inorganic nanoparticle (NP) assemblies (e.g., one-dimensional chains [14-17], two-dimensional sheets [18], and three-dimensional vesicles [19]) have attracted reasonable attention for their potential applications in diverse fields, such as bio-imaging and drug delivery [16] and surface enhanced Raman scattering (SERS) [20]. Furthermore, these polymer-inorganic NP assemblies can serve as a new class of mixed soft-hard colloidal template for the fabrication of unconventional nanostructures. For instance, Nie and co-authors [21] firstly synthesized a variety of coaxial-like and Saturn-like multicomponent nanostructures by selective deposition of metals (e.g., Pd, Pt, Ag, Ni, etc.) or metal oxides (e.g., CeO 2 and Cu 2 O) on seed Au NPs organized in polymer-Au NP assemblies, followed by dissociation of the assemblies. Nevertheless, there remains a challenge to precisely control the selective deposition of growth materials on the mixed soft-hard templates.In this paper, we report the regioselective deposition of metals on alternatively arranged polymer-Au NP hybrid chains (HCs). By varying the surfactants and hence thermodynamics of metal nucleation and growth, sec-ondary metals (e.g., Pt, Pd, Au, etc.) could be deposited either solely on the surface of Au NPs (hard templates) to produce alternatively-coated HCs (AHCs) or over the entire surface of HCs (both hard Au NPs and soft polymer domains) to form peapod-like HCs (PHCs) (Fig. 1a). The composition and position of metal coatings were found to drastically alter the optical response of the hybrid nanostructures. Both AHCs and PHCs with Pt shell led to the damping of the localized surface plasmon resonance (LSPR). In contrast, homogeneous Au shell of PHCs exhibited a strong plasmon coupling between the inner Au NPs and outer shell, as confirmed by the finitedifference time-domain (FDTD) simulations. When used as SERS substrates, the Au-shelled PHCs showed significantly enhanced Raman signal which was 6.6 and 2.1 times higher than that of Pt-shelled PHCs and Pt-shelled AHCs, respectively.Polymer-Au NP HCs composed of Au NPs (~20 nm in diameter) and nanoscale polystyrene (PS) domains were prepared and transferred into aqueous solution according to our previous report [21] (see detailed procedures in Supplementary information (SI)). In brief, Au NPs were first surface-modified with thiol-terminated polystyrene (PS-SH, M n =12,000) and redispersed in dimethylformamide (DMF). A mixture solvent of DMF/wat...