Purpose: To determine whether kinetic chain pattern during knee extensor strength training influences quadriceps femoris center of mass and moment of inertia about the hip in a predictable manner as such changes can affect running economy. Methods: Twelve participants completed 8 weeks of both unilateral open (OKC) and closed (CKC) kinetic chain resistance training on opposing legs. Changes in quadriceps femoris muscle volume (VOL QF ), center of mass location (CoM QF ), and moment of inertia ( I QF ) about the hip were determined from magnetic resonance images scans. Regional hemodynamics of the vastus lateralis taken at 30% and 70% of muscle length during OKC and CKC bouts early in the training program were measured using near-infrared spectroscopy (NIRS) and used post hoc to predict changes in CoM QF . Results: While increases in VOL QF were similar between OKC (Δ79.5 ± 87.9 cm 3 ) and CKC (Δ60.2 ± 110.5 cm 3 , p = 0.29), the patterns of hypertrophy differed; a distal shift in CoM QF (Δ2.4 ± 0.4 cm, p < 0.001) and increase in I QF (Δ0.017 ± 0.014 kg m 2 , p < 0.001) occurred in OKC but not in CKC (CoM QF : Δ-2.2 ± 2.0 cm, I QF : Δ-0.022 ± 0.020 kg m 2 , p > 0.05). Regional hemodynamics assessed by NIRS during a single training session displayed similar exercise and regional differences and predicted 39.6% of observed changes in CoM QF . Conclusions: Exercise selection influences muscle shape sufficiently to affect CoM QF and I QF , and these changes may be predicted in part from NIRS measurements during a single workout. Given I QF is inversely related to running economy and since CKC exercise provides a more proximal pattern of hypertrophy than OKC, it may be more preferential for running. The results from the present study also highlight the potential of NIRS as a tool for predicting patterns of hypertrophy between different exercises and exercise conditions., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2023 Earp, Angelino, Hatfield, Colantuono, Jackson, Morgan, Adami, Melanson and Blazevich.)