The invention discloses a method for constructing a serum metabonomics analysis model. The construction method comprises the following steps: collecting a healthy serum sample and an ill serum sample; performing LC-MS detection on the samples, thereby obtaining original metabolic fingerprints; preprocessing the fingerprints, sequentially performing principal component analysis and partial least square discriminant analysis on a two-dimensional matrix, thereby obtaining a PLS-DA model; and verifying the obtained PLS-DA model, wherein if the overfitting risk does not exist, the model construction is finished. According to the method disclosed by the invention, the serum metabonomics analysis technology is applied to early screening of an esophagus cancer, the high-risk population of the esophagus cancer can be rapidly and conveniently screened by virtue of model construction, the esophagus cancer screening range is widened, the entire population screening efficiency in the high incidence area of esophagus cancer is effectively improved, the screening cost is greatly reduced, pain of partial population caused by an invasive gastroscope is effectively avoided, and the method has significant economic and social benefits and is worthy of popularization and application.