We identify emergent topological phenomena such as dynamic Chern numbers and dynamic quantum phase transitions in quantum quenches of the non-Hermitian Su-Schrieffer-Heeger Hamiltonian with parity-time (PT ) symmetry. Their occurrence in the non-unitary dynamics are intimately connected with fixed points in the Brillouin zone, where the states do not evolve in time. We construct a theoretical formalism for characterizing topological properties in non-unitary dynamics within the framework of biorthogonal quantum mechanics, and prove the existence of fixed points for quenches between distinct static topological phases in the PT -symmetry-preserving regime. We then reveal the interesting relation between different dynamic topological phenomena through the momentumtime spin texture characterizing the dynamic process. For quenches involving Hamiltonians in the PT -symmetry-broken regime, these topological phenomena are not ensured.The exploration of topological matter constitutes a major theme in modern physics [1,2]. With rapid progress in the discovery and understanding of topological phases in solid-state materials, a challenging quest lies in extending the study of conventional topological matter to novel regimes. Prominent examples include the investigation of emergent topological properties in out-of-equilibrium dynamics [3-28] and the characterization of topological phases in non-Hermitian systems [29? -40]. With the flexible controls afforded by synthetic systems such as ultracold atoms and engineered photonic configurations, the experimental implementation of these interesting scenarios is already within reach [41][42][43][44][45][46][47][48][49][50].An exemplary situation for the study of topological properties in out-of-equilibrium dynamics is the quantum quench of a topological system, where the ground state of the initial Hamiltonian H i is subject to a unitary time evolution governed by the final Hamiltonian H f . Whereas the topological invariant characterizing the instantaneous state is unchanged during the unitary dynamics [8,9], previous studies have revealed the emergence of intriguing phenomena such as dynamic quantum phase transitions (DQPTs) [13-18, 45, 51] and quantized non-equilibrium Hall responses in quench processes [19][20][21]. Further, in a series of recent theoretical and experimental studies, it has been established that dynamic topological invariants can be defined in unitary quantum quenches, which are related to the topology of initial and final Hamiltonians in equilibrium [23][24][25]44].Here arises an interesting question: what if the quench dynamics is non-unitary and governed by non-Hermitian Hamiltonians? The question is particularly relevant in light of recent studies on topological phenomena in parity-time(PT )-symmetric non-Hermitian systems [32][33][34][46][47][48]. Under PT symmetry, eigenenergies of a non-Hermitan Hamiltonian are entirely real in the PTsymmetry-preserving regime, in contrast to regimes with spontaneously broken PT symmetry [52][53][54]. Whereas it has be...