In biomaterials research, biomechanics which support tissue regeneration steadily gains of importance. Hence, we have previously shown that gelatin‐based electrospun nonwoven mats (NWMs) with a distinct modulus of elasticity (3.2 kPa) promotes epithelial morphogenesis. Since molecular mechanisms of this morphogenesis are still unknown, the present study aims at identifying molecules, involved herein. Epithelia established on the NMWs showed persistence of the activated state of the epidermal growth factor receptor (EGF‐R), phosphorylated at the src‐specific tyrosine 845 (EGF‐RT845) throughout the observation period of 10 days. To elucidate whether the observed morphogenesis mechanistically involves EGF‐R signaling, we inhibited EGF‐R, by employing the EGF‐RT845 specific inhibitor Gefitinib (IRESSA®). Gefitinib administration yielded a reduced expression of the β1 integrin subunit, a well‐known cell–matrix interaction receptor, concomitant with downregulation of p42/44 ERK1/2 MAP‐kinase activity. To elucidate whether the observed downregulation of β1 is EGF‐RT845‐dependent or emerging from ERK1/2 signaling, we exposed epithelia, grown on the NWMs, with the ERK1/2‐directed inhibitor U0126. In the absence of Gefitinib, inhibition of p42/44 MAP‐kinase activity resulted in decreased β1 integrin protein levels, thus indicating that β1 expression is dependent on ERK1/2 and not EGF‐RT845. Our results showed the first time that an EGF‐R‐β1 integrin‐signaling axis, including ERK1/2, promotes NWM‐elasticity‐based epithelial morphogenesis. © 2018 Wiley Periodicals, Inc. J Biomed Mater Res Part A: 107A: 663–677, 2019.