Objective: To analyze the disease burden caused by pulmonary tuberculosis (PTB) in the elderly aged 60 and above in China from 2005 to 2020 to provide reference for developing reasonable and effective measures of TB control and prevention. Methods: Data related to PTB incidence, mortality, and demographic among the elderly aged 60 and above in China from 2005 to 2020 were collected from the Tuberculosis Management Information System, the National Disease Surveillance Points System and the China Disease Control and Prevention Information System respectively. DisMod Ⅱ model was used to estimate the prevalence and calculate disability-adjusted life years (DALYs) attributed to PTB. The temporal trends of PTB disease burden including standardized incidence, prevalence, mortality, DALYs rate and DALYs were analyzed, as well as the distribution characteristics of DALYs rate/standardized DALYs rate in different gender, region, and age. Results: From 2005 to 2020, the age-standardized incidence, prevalence, mortality and DALYs rates of PTB among the elderly aged 60 and above in China showed downward trend. The age-standardized incidence decreased from 174.60/100000 in 2005 to 84.73/100000 in 2020 (AAPC=-4.59%, P<0.001); the age-standardized prevalence declined from 1117.00/100000 in 2005 to 605.60/100000 in 2020 (AAPC=-3.90%, P<0.001); the age-standardized mortality fell from 35.44/100000 in 2005 to 6.67/100000 in 2020 (AAPC=-10.11%, P<0.001); and the age-standardized DALYs rates reduced from 972.90/100000 in 2005 to 276.76/100000 in 2020 (AAPC=-7.11%, P<0.001). The total DALYs attributed to PTB in the elderly was 14785000 person-years during 16 years, with 10701800 for males and 4083200 for females. The age-standardized DALYs rates attributed to PTB in elderly males decreased from 1433.14/100000 in 2005 to 426.85/100000 in 2020 (AAPC=-7.08%, P<0.001), and in elderly females decreased from 549.10/100000 in 2005 to 140.20/100000 in 2020 (AAPC=-7.36%, P<0.001). An obvious declining trend was observed in the age group of 60-64, 65-69, 70-74, 75-79, and 80-84 (which decreased from 766.51/100000, 962.88/100000, 1198.22/100000, 1213.31/100000, and 1024.62/100000 in 2005 to 196.99/100000, 250.27/100000, 316.11/100000, 379.65/100000, and 389.89/100000 in 2020, respectively) except for the group of 85 and above (with AAPC values of -7.73%, -8.33%, -7.50%, -6.12%, -5.60%, and Ps<0.001). The standardized DALYs rates attributed to PTB among the elderly in China decreased slightly less in urban areas (AAPC=-6.54%, P<0.001) than in rural areas (AAPC=-6.89%, P<0.001). Additionally, the western region showed a smaller decline (AAPC=-6.04%, P<0.001) compared with the eastern (AAPC=-7.07%, P<0.001) and central regions (AAPC=-7.63%, P<0.001). Conclusion: From 2005 to 2020, the declining trend occurred among the age-standardized incidence, prevalence, mortality, and DALYs rates of PTB in the elderly aged 60 and above in China, but the overall disease burden remained heavily. Disease burden levels and decline trends varied across populations. DALYs and age-standardized DALYs rates in males were higher than that in females, rural areas higher than urban areas, and western region higher than central and eastern regions. The decline of DALYs and standardized DALYs rates in males were lower than that in females, urban areas higher than rural areas, western region higher than eastern and central regions. More attention should be paid on the elderly, males and the western region, and more precise and scientific strategic measures should be explored based on the epidemic characteristics of different regions and populations in the future.