Near infrared spectrum method for detecting BRAF V600E mutation
A near-infrared spectroscopy and spectroscopy technology, applied in the field of human gene mutation detection, can solve the problems of dyeing failure, time-consuming, high cost, etc.
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Embodiment 1
[0049] Example 1 A near-infrared spectroscopy method for detecting BRAF V600E mutations in paraffin sections based on wild-type and mutant types of colorectal cancer
[0050] 1. Collection of samples
[0051] A total of 104 paraffin sections of colorectal cancer tissues from different patients were collected and recorded, including 52 slices of BRAF V600E wild type and 52 slices of BRAF V600E mutant.
[0052] 2. Spectral measurement
[0053] After preheating the spectrometer for 2 hours and passing the calibration, set the spectral measurement parameters to a resolution of 8cm -1 , Scan times 64 times, scan range 12000 ~ 4000cm -1 , cover the special infrared transmission and reflection spectrum measurement accessory for glass slide sample preparation over the slice (slide upward) placed on the detection window of the integrating sphere to completely cover the slice, measure the near-infrared transmission and reflection spectrum of each slice, each Before the second scan, t...
Embodiment 2
[0072] Example 2 A near-infrared spectroscopy method for detecting BRAF V600E mutations in dewaxed sections based on wild-type and mutant colorectal cancer
[0073] 1. Collection of samples
[0074] A total of 104 dewaxed sections of colorectal cancer tissues from different patients were collected and recorded, including 52 sections of BRAF V600E wild type and 52 sections of BRAF V600E mutant.
[0075] 2. Spectral measurement
[0076] With embodiment 1.
[0077] 3. Extraction and modeling of spectral characteristic variables
[0078] (1) Selection of spectral pretreatment scheme
[0079] In order to make the built model have excellent predictive performance, various spectral preprocessing techniques including NP, MSC, SNV, FD, SD, SGS, and NDS were screened and combined, see models 1-10 in Table 2. The results show that when the obtained spectra are not preprocessed, the prediction performance of the built model is the best, as shown in model 1 in Table 2.
[0080] (2) Se...
Embodiment 3
[0091] Example 3 A near-infrared spectroscopy method for detecting BRAF V600E mutations in HE-stained sections based on the wild-type and mutant types of colorectal cancer
[0092] 1. Collection of samples
[0093] A total of 104 HE-stained sections of colorectal cancer tissues from different patients were collected and recorded, including 52 sections of BRAF V600E wild type and 52 sections of BRAF V600E mutant.
[0094] 2. Spectral measurement
[0095] With embodiment 1.
[0096] 3. Extraction and modeling of spectral characteristic variables
[0097] (1) Selection of spectral pretreatment scheme
[0098] In order to make the built model have excellent predictive performance, various spectral preprocessing techniques including NP, MSC, SNV, FD, SD, SGS, and NDS were screened and combined, see models 1-10 in Table 3. The results show that when the obtained spectra are not preprocessed, the prediction performance of the built model is the best, as shown in model 1 in Table ...
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