Protection offered by COVID-19 vaccines wanes over time, requiring an evaluation of different boosting strategies to revert such a trend and enhance the quantity and quality of Spike-specific humoral and cellular immune responses. These immunological parameters in homologous or heterologous vaccination boosts have thus far been studied for mRNA and ChAdOx1 nCoV-19 vaccines, but knowledge on individuals who received a single dose of Ad26.COV2.S is lacking. We studied Spike-specific humoral and cellular immunity in Ad26.COV2.S vaccinated individuals (n=55) who were either primed with Ad26.COV2.S only (n=13), or boosted with a homologous (Ad26.COV2.S, n=28) or heterologous (BNT162b2, n=14) second dose. We compared our findings with the results found in individuals vaccinated with a single (n=16) or double (n=44) dose of BNT162b2. We observed that a strategy of heterologous vaccination enhanced the quantity and breadth of both, Spike-specific humoral and cellular immunity in Ad26.COV2.S vaccinated. In contrast, the impact of homologous boost was quantitatively minimal in Ad26.COV2.S vaccinated and Spike-specific antibodies and T cells were narrowly focused to the S1 region. Although a direct association between quantity and quality of immunological parameters and in vivo protection has not been demonstrated, the immunological features of Spike-specific humoral and cellular immune responses support the utilization of a heterologous strategy of vaccine boost in individuals who received Ad26.COV2.S vaccination.