Purpose: High intratumoral pressure, caused by tumor cell-to-cell interactions, interstitial fluid pressure, and surrounding stromal composition, plays a substantial role in resistance to intratumoral drug delivery and distribution. Radiation therapy (XRT) is commonly administered in conjunction with different intratumoral drugs, but assessing how radiation can reduce pressure locally and help intratumoral drug administration and retention is important. Methods and Materials: 344SQ-parental or 344SQ-anti-programmed cell death protein 1-resistant lung adenocarcinoma cells were established in 129Sv/Ev mice, and irradiated with either 1 Gy × 2, 5 Gy × 3, 8 Gy × 3, 12 Gy × 3, or 20 Gy × 1. Intratumoral pressure was measured every 3 to 4 days after XRT. Contrast dye was injected into the tumors 3- and 6-days after XRT, and imaged to measure drug retention. Results: In the 344SQ-parental model, low-dose radiation (1 Gy × 2) created an early window of reduced intratumoral pressure 1 to 3 days after XRT compared with untreated control. High-dose stereotactic radiation (12 Gy × 3) reduced intratumoral pressure 3 to 12 days after XRT, and 20 Gy × 1 showed a delayed pressure reduction on day 12. Intermediate doses of radiation did not significantly affect intratumoral pressure. In the more aggressive 344SQ-anti-programmed cell death protein 1-resistant model, low-dose radiation reduced pressure 1 to 5 days after XRT, and 12 Gy × 3 reduced pressure 1 to 3 days after XRT. Moreover, both 1 Gy × 2 and 12 Gy × 3 significantly improved drug retention 3 days after XRT; however, there was no significance detected 6 days after XRT. Lastly, a histopathologic evaluation showed that 1 Gy × 2 reduced collagen deposition within the tumor, and 12 Gy × 3 led to more necrotic core and higher extracellular matrix formation in the tumor periphery. Conclusions: Optimized low-dose XRT, as well as higher stereotactic XRT regimen led to a reduction in intratumoral pressure and increased drug retention. The findings from this work can be readily translated into the clinic to enhance intratumoral injections of various anticancer agents.