Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA.
Breast Cancer Res. 2010;12(6):R91. doi: 10.1186/bcr2770. Epub 2010 Nov 5.
Residual cancer following breast conserving surgery increases the risk of local recurrence and mortality. Margin assessment presents an unmet clinical need. Breast tissue is markedly heterogeneous, which makes distinguishing small foci of cancer within the spectrum of normal tissue potentially challenging. This is further complicated by the heterogeneity as a function of menopausal status. Optical spectroscopy can provide surgeons with intra-operative diagnostic tools. Here, we evaluate ex-vivo breast tissue and determine which sources of optical contrast have the potential to detect malignancy at the margins in women of differing breast composition.
Diffuse reflectance spectra were measured from 595 normal and 38 malignant sites from the margins of 104 partial mastectomy patients. All statistical tests were performed using Wilcoxon Rank-Sum tests. Normal and malignant sites were compared before stratifying the data by tissue type and depth and computing statistical differences. The frequencies of the normal tissue types were separated by menopausal status and compared to the corresponding optical properties.
The mean reduced scattering coefficient, < μs' >, and concentration of total hemoglobin, [THb]), showed statistical differences between malignant (< μs' > : 8.96 cm⁻¹ ± 2.24(MAD), [THb]: 42.70 μM ± 29.31(MAD)) compared to normal sites (< μs' > : 7.29 cm⁻¹± 2.15(MAD), [THb]: 32.09 μM ± 16.73(MAD)) (P < 0.05). The sites stratified according to normal tissue type (fibro-glandular (FG), fibro-adipose (FA), and adipose (A)) or disease type (invasive ductal carcinoma (IDC) and ductal carcinoma in situ (DCIS)) showed that FG exhibited increased < μs' > and A showed increased [β-carotene] within normal tissues. Scattering differentiated between most malignant sites, DCIS (9.46 cm⁻¹ ± 1.06(MAD)) and IDC (8.00 cm⁻¹ ± 1.81(MAD)), versus A (6.50 cm⁻¹ ± 1.95(MAD)). [β-carotene] showed marginal differences between DCIS (19.00 μM ± 6.93(MAD), and FG (15.30 μM ± 5.64(MAD)). [THb] exhibited statistical differences between positive sites (92.57 μM ± 18.46(MAD)) and FG (34.12 μM ± 22.77MAD), FA (28.63 μM ± 14.19MAD), and A (30.36 μM ± 14.86(MAD)). The diagnostic ability of the optical parameters was affected by distance of tumor from the margin as well as menopausal status. Due to decreased fibrous content and increased adipose content, normal sites in post-menopausal patients exhibited lower < μs' >, but higher [β-carotene] than pre-menopausal patients.
The data indicate that the ability of an optical parameter to differentiate benign from malignant breast tissues may be dictated by patient demographics. Scattering differentiated between malignant and adipose sites and would be most effective in post-menopausal women. [β-carotene] or [THb] may be more applicable in pre-menopausal women to differentiate malignant from fibrous sites. Patient demographics are therefore an important component to incorporate into optical characterization of breast specimens.
保乳手术后残留的癌症增加了局部复发和死亡的风险。边缘评估存在未满足的临床需求。乳腺组织明显不均匀,这使得在正常组织的范围内区分小的癌灶具有潜在的挑战性。这进一步因绝经状态的异质性而变得复杂。光学光谱学可以为外科医生提供术中诊断工具。在这里,我们评估离体乳房组织,并确定哪些光学对比源有可能在不同乳房成分的女性的边缘处检测到恶性肿瘤。
从 104 例部分乳房切除术患者的边缘的 595 个正常和 38 个恶性部位测量漫反射光谱。所有统计检验均使用 Wilcoxon 秩和检验进行。在按组织类型和深度分层数据并计算统计差异之前,比较正常和恶性部位。根据绝经状态分离正常组织类型的频率,并与相应的光学特性进行比较。
恶性部位的平均散射系数<μs' >和总血红蛋白浓度[THb]与正常部位相比存在统计学差异(<μs' >:8.96 cm⁻¹ ± 2.24(MAD),[THb]:42.70 μM ± 29.31(MAD))(P < 0.05)。根据正常组织类型(纤维-腺(FG)、纤维-脂肪(FA)和脂肪(A))或疾病类型(浸润性导管癌(IDC)和导管原位癌(DCIS))分层的部位显示 FG 表现出增加的<μs' >,A 显示正常组织中增加的[β-胡萝卜素]。散射可区分大多数恶性部位,DCIS(9.46 cm⁻¹ ± 1.06(MAD))和 IDC(8.00 cm⁻¹ ± 1.81(MAD))与 A(6.50 cm⁻¹ ± 1.95(MAD))。[β-胡萝卜素]在 DCIS(19.00 μM ± 6.93(MAD))和 FG(15.30 μM ± 5.64(MAD))之间显示出边际差异。[THb]在阳性部位(92.57 μM ± 18.46(MAD))和 FG(34.12 μM ± 22.77MAD)、FA(28.63 μM ± 14.19MAD)和 A(30.36 μM ± 14.86(MAD))之间显示出统计学差异。光学参数的诊断能力受肿瘤距边缘的距离以及绝经状态的影响。由于纤维含量降低和脂肪含量增加,绝经后患者的正常部位表现出较低的<μs' >,但较绝经前患者具有更高的[β-胡萝卜素]。
数据表明,区分良性和恶性乳腺组织的光学参数的能力可能取决于患者的人口统计学特征。散射可区分恶性和脂肪部位,在绝经后女性中最有效。[β-胡萝卜素]或[THb]可能更适用于绝经前女性,以区分恶性和纤维部位。因此,患者的人口统计学特征是纳入乳房标本光学特征描述的重要组成部分。