Arteriosclerosis is the common pathological basis of hypertension-related target organ damage, and pulse wave velocity (PWV) is commonly used to assess the degree of arterial stiffness. Previous studies have reported the correlation between peripheral blood inflammatory indicators and PWV in hypertensives, but few studies examined the role of immune cells in arteriosclerosis in the context of human hypertension. In order to enrich the understanding of this topic, we conducted a cross-sectional study on hospitalized hypertensives in Tongji Hospital of Tongji Medical College of Huazhong University of Science and Technology from January 2015 to February 2017 to investigate the relationship between brachial-ankle pulse wave velocity (baPWV) and peripheral blood lymphocyte subsets. Sixty-four eligible patients were enrolled in our study. The patients' blood pressure, height, body weight, and baPWV were collected, along with the lab results of their peripheral complete blood count, blood chemistry, and lymphocyte subsets. We studied the Spearman correlation between baPWV and lymphocyte subsets and other variables. We further used multivariable stepwise linear regression analysis and the results showed that baPWV was significantly correlated with age, height, systolic blood pressure, and the level of T lymphocytes (CD3(+)CD45(+)) in hypertensive patients (beta = 8.77, P = 0.006; beta = -17.50, P = 0.001; beta = 6.70, P = 0.002, and beta = -7.093, P = 0.024, respectively). According to our findings, baPWV was independently and negatively correlated with the level of peripheral blood T lymphocytes in hypertensives, and infiltration of T lymphocytes into the vessels wall may be a key part of the immune mechanism of arteriosclerosis in hypertension.