STM32F103 SPI Pinout Problem
After lots of tries, I found out that, remapped SPI1 does not work together with I2C1, because of I2C1-SMBA pin overlap with SP1 MOSI pin (PB5), even if you are not using SMBA. You can find about that here: STM32F103x8 errata chapter 2.8.7

So, I guess, I will use I2C2 for avoiding collision. The only change I should make on PCB would be redirecting I2C1 pins to I2C2 (2 pins), which is way better than redirecting SPI1 pins (3 pins) and other elements occupying ver1 (also 3) pins.