Here's what rhymes with lipogenic.
pyogenic antigenic pathogenic splenic biogenic eugenic mutagenic phrenic teratogenic allergenic photogenic irenic telegenic transgenic cryogenic iatrogenic neurogenic androgenic hypoallergenic schizophrenic anthropogenic psychogenic neurasthenic calisthenic callisthenic carcinogenic hallucinogenic Words that almost rhyme with lipogenic
epidemic polemic pandemic totemic pfennig academic endemic epistemic systemic ischemic leukaemic nonacademic technic benthic derrick genetic poetic authentic energetic generic acetic diabetic pathetic pelvic angelic ascetic esoteric ferric relic peptic allelic eutectic steric dietetic geodesic geodetic medic fetich pectic domestic kinetic prophetic athletic majestic metric epileptic forensic phonetic septic apathetic aseptic centric cleric enteric hectic emetic empathetic sceptic tartaric turmeric hermetic acerbic lovesick paregoric bathetic magnetic aesthetic sympathetic dialectic geometric symmetric apologetic cosmetic esthetic mesenteric numeric alphabetic diuretic obstetric prosthetic frenetic isomeric psychedelic skeptic apoplectic chimeric dyspeptic hysteric inauthentic peripatetic antithetic evangelic paramedic paraplegic polytechnic pyrotechnic diametric gametic parenthetic redbrick unauthentic exegetic electric arithmetic atmospheric synthetic anesthetic dielectric eccentric antiseptic asymmetric concentric eclectic parametric anaesthetic isometric phylogenetic barometric cybernetic kinesthetic monomeric photometric anorexic dyslexic geocentric anorectic antipathetic homiletic splenetic unaesthetic unesthetic copacetic phrenetic dyslectic econometric unsympathetic egocentric ethnocentric geomagnetic ontogenetic ionospheric radiometric cataleptic thermometric unapologetic telekinetic nonathletic parasympathetic psychometric antidiuretic biosynthetic colorimetric ferromagnetic neuroleptic paramagnetic alphanumeric anthropocentric heliocentric nonmagnetic narcoleptic nonelectric psychokinetic cliometric electromagnetic volumetric photoelectric photosynthetic isoelectric nonparametric piezoelectric stoichiometric trigonometric onomatopoetic hydroelectric pharmacokinetic