Let {An′} be the Apéry numbers given by An′=∑k=0n(kn)2(kn+k). For any prime p≡3(mod4) we show that A2p−1′≡3p2(4p−32p−3)−2(modp3). Let {tn} be given by t0=1, t1=5andtn+1=(8n2+12n+5)tn−4n2(2n+1)2tn−1 (n≥1). We also obtain the congruences for tp(modp3), tp−1(modp2) and t2p−1(modp2), where p is an odd prime.