Abstract Anser cygnoides has a spherical crest on the beak roof, which is described as knob. However, the mechanisms affecting knob morphology are unclear. Here, we investigated the phenotypic characteristics and molecular basis of knob-size differences in Yangzhou geese. Anatomically, the knob was identified as frontal hump in the frontal area of the skull, rather than hump of upper beak. Although the frontal hump length, and height varied greatly in geese with different knob phenotypes, little was changed in the width. Histologically, knob skin in large-size knobs geese have a greater length in the stratum corneum, stratum spinosum, and stratum reticular than that in small-size knobs geese. Moveover, the 415 differentially expressed genes were found between the large knobs and small ones through transcriptome profiling. In addition, GO enrichment and KEGG pathway analysis revealed 455 significant GO terms and 210 KEGG pathways were enriched, respectively. Among these, TGF-β signaling and thyroid hormone synthesis-signaling pathways were identified to determine knob-size phenotype. Furthermore, BMP5, DCN, TSHR and ADCY3 were recognized to involve in the growth and development of knob. Our data provide comprehensive molecular determinants of knob size phenotype, which can potentially promote the genetic improvement of goose knobs. Subject terms: Genetics, Zoology, Anatomy Introduction Many birds have a distinctive frontal hump on their heads and most birds have a frontal hump on their cranium. Some birds show helmet-like casques on the dorsal surface of the neurocranium (e.g., Casuarius spp.), and some birds display inflated bulges in the frontal area, immediately caudal to the frontal-naso hinge (e.g., Balearica). Only a few birds present protuberances of the upper beak (e.g., Pauxi unicornis)^[42]1. Both Chinese geese (Anser cygnoides) and African geese (Anser cygnoides) possess a spherical crest across the beak roof, which is described as a knob. However, whether the knob is a hump of the upper beak or a frontal crest requires further investigation. Although all domesticated Chinese and African geese have a characteristic knob-like protuberance across the base of the bill near the forehead, a small protuberance is found in wild specie (swan goose, Anser cygnoides). The protuberance has been greatly exaggerated by artificial selection in Chinese and African goose breeds^[43]2, and then forms the knob, which indicates incompletely dominant inheritance^[44]3. Generally, the knob size is relatively larger in males than that in females, and in adults than in juveniles. In additon, knob sizes vary among different breeds and within same breeds. For example, Shitou geese have an average knob size of 40 mm, with a maximum of 55 mm and a minimum of approximately 30 mm, while the average knob size of Magang geese is approximately 28 mm. However, the genetic basis underlying differences in knob size phenotype is not fully understood. The knob, as an ornamental trait, is well developed by the time of sexual maturity and provides an identifier of sexual maturity. Moreover, the knobs influence first impressions of customers in China when making purchase decisions, with a large knob phenotypic size generally being preferred. However, the morphological structures of knobs and the mechanisms underlying phenotypic variation remain unclear. In this study, adult Yangzhou geese with large or small knob phenotype were selected, and knob morphologies and histologies were observed. Furthermore, the genetic basis of knob-size differences was investigated by RNA sequencing technology. These results provide an alternative strategy for the genetic improvement of goose knobs to meet consumer preferences.