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1. Introduction
The lamina cribrosa (LC) is a mesh-like structure localized in the posterior scleral canal of the optic nerve head (ONH), allowing retinal ganglion cell (RGC) axons to pass through to the brain. It is a fenestrated complex that also accommodates vessels that nourish the retina. A large circumpapillary ring of collagen and elastin fibers, in the immediate peripapillary sclera, protects the LC against the mechanical strain, such as that induced by an imbalance between intraocular pressure (IOP) and intracranial pressure (ICP) [1, 2]. Due to its anatomical location, between two differently pressurized compartments, there is a pressure gradient along the LC, denominated translaminar pressure difference (TLPD), which can be calculated as the difference between IOP and ICP in the subarachnoid space (SAS) [3, 4]. Despite being an extremely relevant structure to the eye’s anatomy and function, little is known about the LC. LC morphology plays an important role in the development and progression of ophthalmic pathologies, notably on glaucomatous optic neuropathy, intraocular hypertension, and myopia [5–8]. The structural deformation and the correlated compression across the LC lead to blockade of axonal transport and eventually RGC death [9].
Recent advances in in vivo medical imaging techniques, such as optical coherence tomography (OCT), have allowed the visualization of deep connective tissues, including the LC, in greater detail (Figure 1) [10, 11].
[figures omitted; refer to PDF]
Specific developments in OCT software, such as enhanced depth imaging (EDI), and light-attenuation correction software such as adaptive compensation (AC) significantly improved the visibility of the LC without compromising acquisition time. EDI-OCT was originally developed in order to improve the visualization of the choroid, although it has also been adopted to improve cross-sectional images of the LC. AC is a postprocessing technique developed to remove blood vessel shadows and enhance tissue contrast in order to facilitate posterior LC surface detection [12, 13]. In addition to these software developments, several studies have shown that swept-source OCT (SS-OCT) further improves the visualization of the LC [14, 15].
While an increasing number of works have studied the relevance of the LC (and its changes) in glaucoma [16], data on other diseases are still scarce. Hence, this review intends to provide a broader vision and a better comprehension of the measurable laminar structural features that have been identified as relevant for nonglaucomatous pathologies in the published literature.
2. Methods
2.1. Study Selection
A literature search was conducted in the MEDLINE (PubMed) bibliographic database on 15th May 2020. The search query was (optical coherence tomography NOT angiography) AND (lamina OR cribrosa). Only articles published in English were considered, and no publication date restriction was added. The exclusion criteria were (i) only included glaucomatous eyes in the experimental group; (ii) not conducted in humans; (iii) review articles or case reports; (iv) exclusive focus on imaging techniques and not presenting clinical data; (v) no evaluation of the lamina cribrosa; and (vi) no mention to LC structural parameters and how they were measured/extracted. This led to a total of 408 references, which were narrowed down to 56 after title/abstract screening, followed by a full-text screening (see Figure 2). The 56 included studies provided quantitative values for each of the analyzed features and described how the quantification was performed.
[figure omitted; refer to PDF]2.2. Data Collection
In this review, our main aim was to identify potential biomarkers in the morphology of the LC that were associated with, and indicative of, certain pathologies. Therefore, we have opted to only report those that performed a statistical comparison between an experimental and a control group. The extracted data for each paper consist of the LC structural parameters, their mean and standard deviation (SD), and the
For all the included articles, the following characteristics are obtained and presented in Table 1: sample size, including the number of patients and eyes per group; age and statistical comparison (
Table 1
Characteristics of the reviewed studies.
Authors | Group type | Ophthalmic disease | Parameter | No. of patients/eyes | Age (years) and | Technique | Device | Light WL (nm) | Image quality cutoff | Field of view |
Xiao et al. [20] | Healthy subjects | — | cLCT | Total: 96/96 | YG: 26.72 | EDI with SD-OCT | Spectralis | 870 | Poor image quality affecting the recognition of the boundary of the LC. | Radial scanning protocol comprising 6 angularly equidistant linear scans centering at the center of ONH (scan angle: 20°). |
Sousa et al. [34] | Healthy subjects | — | ALCD | Total: 59/59 | 61.7 | EDI with SD-OCT | Spectralis | 870 | <15. | A 20° 5.8 × 5.8 mm square covering the optic disc. |
Lee et al. [35] | Healthy subjects | — | LCT | Total: 100/189 | 48.6 | EDI with SD-OCT | Spectralis | 870 | Eyes were excluded when a good-quality image (i.e., quality score | Scan line distance is determined automatically by the machine at the center of the ONH. |
Bartolomé et al. [19] | Healthy subjects | — | LCD | Total: 81/81 | 28.05 | EDI with SD-OCT | Spectralis | 840 | Very small optic disc, media opacity, prominent vascular shadow, or significant artefacts. | A 15° × 10° vertical rectangle centered on the optic disc. |
Leal et al. [36] | Healthy subjects | — | ALCD | Total: 61/120 | 62.1 | EDI with SD-OCT | Spectralis | 870 | A 20° 5.8 × 5.8 mm square covering the optic disc; | |
Rhodes et al. [21] | Healthy subjects of African descent (AD) and European descent (ED) | — | LCD | Total: 84/166 | 58.4 | EDI with SD-OCT | Spectralis | 870 | 20° radial scans centered on the ONH. | |
Wang et al. [37] | Healthy subjects | — | LC strains (deformations): | Total: 16/16 | 25 | EDI with SD-OCT | Spectralis | 870 | Poor visibility of the LC. | Rectangular region of 15° × 10° centered on the ONH. |
Kim et al. [38] | Healthy subjects | — | LC displacement | Total: 48/48 | 25.6 | EDI with SD-OCT | Carl Zeiss Meditec | NA | 200 × 200 optic disc cube scan; 5-HD line scans (6 mm length) centered to optic disc; and 1-HD line scan (9 mm length) aligned to the axis connecting the fovea and the center of the optic disc. | |
Poli et al. [39] | Healthy subjects | — | ALCSD | Total: 8/16 | 52 | SS-OCT | Topcon | 1050 | Good-quality image (i.e., mean success score rate | Horizontal 6-mm line scan centered at the optic disc. |
El-Agamy et al. [40] | Healthy subjects | — | ALCSD | Total: 191/191 | 20.76 | SD-OCT | Topcon | 840 | 6 × 6 mm square covering the optic disc. | |
Park et al. [23] | Healthy subjects | — | LCD | Total: 30/30 | 40 | EDI with SD-OCT | Spectralis | 870 | Poor quality because of media opacity or poor patient cooperation, causing diffusely unclear images or significant artifacts. | 15° × 10° rectangle for horizontal scans (10° × 15° rectangle for vertical scans) centered on the optic disc. |
Lee et al. [24] | Healthy subjects | — | ALCD | Total: 26/26 | 63.4 | EDI with SD-OCT | Spectralis | 870 | Poor B-scan quality that did not allow the delineation of the borders of the LC. | Vertical and horizontal B-scan images covering the optic disc, separated by 30–34 |
Bedggood et al. [41] | Healthy subjects | — | Axial shifts of the anterior LC | Total: 21/21 | 33.3 | EDI with SD-OCT | Spectralis | 870 | Cubes of extent 10° × 15° (horizontal × vertical), with vertical B-scans 0.21° apart (∼60 | |
Lee et al. [42] | Healthy subjects | — | LCCI | Total: 125/250 | 49.02 | EDI with SD-OCT | Spectralis | 870 | A 10° × 15° rectangle covering of the optic disc. | |
Seo et al. [43] | Healthy subjects | — | ALCD | Total: 150/300 | 48.31 | EDI with SD-OCT | Spectralis | 870 | Quality score | A 10° × 15° rectangle covering the optic disc. |
Fazio et al. [44] | Healthy population with different descendents | — | ALCS displacement and depth | Total: 21/42 | 55.8 ED | EDI with SD-OCT | Spectralis | 870 | Radial scans centered on the center of the optic nerve. | |
Tun et al. [45] | Healthy subjects | — | LCD | Total: 619/619 | 60.23 | EDI with SD-OCT | Spectralis | 870 | OCT images with a poor scleral visibility. | 15° × 10° rectangle centered on the ONH. |
Thakku et al. [46] | Healthy subjects | — | LC morphology: | Total: 162/162 | 58 | EDI with SD-OCT | Spectralis | 870 | Poorly visible LC (LC covering less than 70% of the BMO area from en face visualization). | 15° × 15° rectangular region centered on the ONH. |
Luo et al. [22] | Healthy subjects | — | cLCD | Total: 360/360 | 50.6 | EDI with SD-OCT | Spectralis | 870 | 15° B-scans centered on BMO. | |
Akkaya et al. [28] | Not ophthalmic | — | ALCD | Total: 70/70 | 59.1 | EDI with SD-OCT | Spectralis | 870 | 15° × 10° rectangle centered on the optic disc. | |
Eraslan et al. [29] | Not ophthalmic | — | LCT | Total: 47/94 | 60.56 | SD-OCT | Optovue | 840 | 6 × 6 mm. The scans passing through the center of the central retinal blood vessels were centered at the optic disc with nasal fixation. | |
Küçük et al. [30] | Not ophthalmic | — | LCT | Total: 88/88 | 50.30 | EDI with SD-OCT | Spectralis | 870 | NA. | A 15° × 10° rectangular image centered on the optic disc. |
López-de Eguileta et al. [31] | Not ophthalmic | — | PTT | Total: 66/126 | 73.28 | SD-OCT | Spectralis | 870 | The quality of the scans is indicated on a color scale at the bottom of the scanned images. Only scans in the green range were considered of sufficiently good quality for inclusion. | A 15° area scan centered at the ONH. |
Lee et al. [32] | Not ophthalmic | — | LCT | Total: 44/44 | 63.4 | EDI with SD-OCT | Spectralis | 870 | B-scan quality that did not allow delineation of the LC borders. | Horizontal and vertical B-scan images covering the optic disc, 30–34 |
Sirakaya et al. [33] | Not ophthalmic | — | LCT | Total: 97/97 | 33.0 | EDI with SD-OCT | Spectralis | 870 | A 15° × 10° rectangular image centered on the ONH. | |
Pasaoglu et al. [47] | Ophthalmic | Diopathic intracranial hypertension (IID) | LCT | Total: 18/36 | NA control group | DRI with SS-OCT | Topcon | 1050 | NA. | 11-horizontal line raster scan protocol. |
Villarruel et al. [25] | Ophthalmic | Intracranial hypertension (IIH) | LCD | Total: 61/88 | 24.3 | EDI with SD-OCT | Spectralis | 870 | 20° × 10° rectangle scanning covering the ONH. | |
García-Montesinos et al. [48] | Ophthalmic | Papilledema | LCD | Total: 8/12 | 39 | EDI with SD-OCT | Spectralis | 870 | Inaccurate images owing to segmentation algorithm errors (failed to detect the edges of the BMO). | Vertical scan closest to the ONH center and where the visibility of the anterior LC surface was more complete. |
Demir et al. [49] | Ophthalmic | Angioid streaks (AS) | ALCD | Total: 74/74 | 53.8 | EDI with SD-OCT | Spectralis | 870 | NA. | Single line scan centered on the optic disc. |
Seo et al. [27] | Ophthalmic | Graves’ orbitopathy (GO) | LCD | Total: 42/69 | 45.2 | EDI with SD-OCT | Spectralis | 870 | B-scan images were not well visualized to discriminate the anterior surface of the LC. | 15° × 10° covering the optic disc. |
Moghimi et al. [50] | Ophthalmic | Pseudoexfoliation syndrome (PXS) | LCT | Total: 61/61 | 64.86 | EDI with SD-OCT | Spectralis | 870 | A 15° × 10° rectangle centered on the optic disc. | |
Soares et al. [51] | Ophthalmic | Spontaneous intracranial hypotension | ALCD | Total: 10/20 | 36.8 | EDI with SD-OCT | Spectralis | 870 | NA. | B-scan images obtained by dividing the optic disc into 48 equal diagonal slices. |
Karaca Adıyeke et al. [52] | Ophthalmic | Central retinal vein occlusion (CRVO) | LCT | Total: 67/67 | 57.9 | EDI with SD-OCT | Spectralis | 870 | Vertical scans without clearly visible borders. | Vertical scans with clearly visible borders centered on ONH. |
Son et al. [53] | Ophthalmic | Branch retinal vein occlusion (BRVO) | LCT | Total: 85/85 | 59.4 | EDI with SD-OCT | Spectralis | 870 | The lamina cribrosa margin was not defined. | 10° × 15° covering the optic disc. |
Sırakaya and Bekir [54] | Ophthalmic | Unilateral branch retinal vein occlusion (BRVO) | LCT | Total: 73/108 | 65.15 | EDI with SD-OCT | Spectralis | 870 | A 15° × 10° rectangular image centered on the optic disc. | |
Altunel et al. [55] | Ophthalmic | Central retinal vein occlusion | LCT | Total: 80/80 | 64.5 | EDI with SD-OCT | Spectralis | 870 | Scans with invisible LC borders. | A 10° × 15° rectangle covering the optic disc. |
Lim et al. [56] | Ophthalmic | Unilateral branch retinal vein occlusion (BRVO) | LCT | Total: 77/77 | 61.8 | EDI with SD-OCT | Spectralis | 870 | A 15° × 10° rectangular image centered on the ONH. | |
Akkaya and Küçük [57] | Ophthalmic | Keratoconus | LCT | Total: 101/101 | 22.5 | EDI with SD-OCT | Spectralis | 870 | A 15° × 10° rectangular image centered on the optic disc. | |
Lee et al. [58] | Ophthalmic | Myopia | LCT | Total: 40/40 | 28 | EDI with SD-OCT | Spectralis | 870 | Images with unclear LC margin, severe shadowing due to overlying vessels, or poor image quality due to cataracts. | A 15° × 10° rectangular image centered on the optic disc. |
Jnawali et al. [59] | Ophthalmic | Myopia | ALCSD | Total: 52/52 | 10.16 | EDI with SD-OCT | Spectralis | 880 | A 12° peripapillary circular scan centered at the optic nerve head. | |
Ohno-Matsui et al. [60] | Ophthalmic | Myopia | Distance between the inner surface of the LC and the subarachnoid space (SAS) | Total: 108/165 | Patients with pathologic myopia: 53.2 | SS-OCT | Topcon | 1050 | Poor image quality because of dense cataract, poor fixation because of macular chorioretinal atrophy, myopic macular holes, or severe visual field defects. | 3 × 3 mm and 6 × 6 mm scans centered on the optic disc. |
Miki et al. [61] | Ophthalmic | Myopia glaucoma | LC defects | Total: 108/159 | 57.4 | SS-OCT | Topcon | 1600 | Poor quality images such as poor contrast images due to media opacity or poorly fixated images. Eyes with poor visibility of the LC, defined as less than 80% visibility of the anterior laminar surface within the ONH area. | A 6 × 6 mm cube centered on the ONH. |
Han et al. [18] | Ophthalmic | Myopia with and without open-angle glaucoma | LC defects | Total: 282/282 | 51.3 | EDI with SD-OCT | Spectralis | 870 | Scan with | Radial line B-scans (each at an angle of 3.75°) centered on the optic disc. |
Rebolleda et al. [62] | Ophthalmic | Nonarteritic anterior ischaemic optic neuropathy (NAION) | ALCSD | Total: 34/34 | 71.9 | EDI with SD-OCT | Spectralis | 870 | Inaccurate images due to errors in the segmentation algorithm (failed to detect the edges of the BMO). Scan without retinal vasculature and where borders were more clearly visible was evaluated. | Vertical scan that was closest to the ONH center and where the visibility of the anterior LC surface was complete (without including main vessels). |
Fard et al. [63] | Ophthalmic | Nonarteritic anterior ischaemic optic neuropathy (NAION) | ALCS | Total: 91/121 | 63.4 | EDI with SD-OCT | Spectralis | 870 | Images with poor centration, segmentation errors, or poor quality ( | A 15° × 15° square covering the optic disc. |
Lee et al. [64] | Ophthalmic | Normal-tension glaucoma (NTG) | LCD | Total: 105/105 | 60.0 | EDI with SD-OCT | Spectralis | 870 | A 10° × 15° rectangle covering the optic disc. | |
Rebolleda et al. [26] | Ophthalmic | Nonarteritic anterior ischemic optic (NAION) | ALCD | Total: 68/88 | 68.6 | EDI with SD-OCT | Spectralis | 870 | Segmentation errors, poor centration, or poor quality. | A 15° × 10° vertical rectangle centered on the optic disc. |
Akkaya et al. [28] | Ophthalmic | Anisometropic | LCT | Total: 95/127 | 11.2 | EDI with SD-OCT | Spectralis | 870 | A 15° × 10° rectangular image centered on the optic disc. | |
Shinohara et al. [65] | Ophthalmic | Tilted disc syndrome (TDS) | Sloping of the lamina cribrosa | Total: 44/54 | 74.9 | SS-OCT | Topcon | 1050 | NA. | Scan length: 12 mm centered on the optic disc. |
Lee et al. [64] | Ophthalmic | Superior segmental optic nerve hypoplasia (SSOH) | LCT | Total: 126/126 | 46.1 | EDI with SD-OCT | Spectralis | 870 | Horizontal B-scan section images covering the optic disc, 30 to 34 | |
Rebolleda et al. [66] | Ophthalmic | Neovascular age-related macular degeneration | LCD | Total: 50/50 | 74.5 | EDI with SD-OCT | Spectralis | 870 | Only the highest-quality image and most centered vertical scan without retinal vasculature and where borders were more clearly visible were evaluated. | Vertical scan that was closest to the ONH center and where the visibility of the anterior LC surface was complete (excluding the main vessels). |
Hata et al. [67] | Ophthalmic | Compressive optic neuropathy (CON) | LCD | Total: 102/102 | 59.4 | EDI with SD-OCT | Spectralis | 870 | NA. | Radial scanning pattern centered on the optic disc (24 high-resolution 15° radial scans). |
Kim et al. [7] | Ophthalmic | Normal tension glaucoma (NTG) | LCCI | Total: 120/120 | 63.38 | EDI with SD-OCT | Spectralis | 870 | A 10° × 15° rectangle covering the optic disc. | |
Yang et al. [68] | Ophthalmic | Diabetic retinopathy with and without panretinal photocoagulation | ALCSD | Total: 206/206 | 53.5 | SS-OCT | Topcon | 1500 | Unable to visualize the lamina cribrosa and/or peripapillary tissue clearly. | Scans with a scan length of 6 × 6 mm. |
Yokota et al. [69] | Ophthalmic | Neovascular glaucoma (NVG) | ALCT | Total: 46/46 | 66.2 | EDI with SD-OCT | Spectralis | 870 | Eyes with other ocular diseases that might decrease the image quality of OCT were excluded (e.g., vitreous hemorrhage). | Horizontal B-scans at an interval of 50 |
Gómez-Mariscal et al. [70] | Ophthalmic | Age-related macular degeneration (AMD) | LCD | Total: 29/53 | 76.9 | EDI with SD-OCT | Spectralis | 870 | Presence of media opacities which prevented a good image quality. | Vertical scan selected close to the center of the papilla, and three vertical measurements were performed to obtain a representative value of the relative position and displacement of ONH structures. |
LC = lamina cribrosa, LCT = lamina cribrosa thickness, cLCT = central lamina cribrosa thickness, LCD = lamina cribrosa depth, cLCSD = central anterior lamina cribrosa surface depth, PTT = prelaminar tissue thickness, cPTT = central prelaminar tissue thickness, Exp = experimental, YG = young group, MG = middle group, OG = old group, EDI = enhanced depth imaging, SD = spectral domain, SS = swept source, ALCSD = anterior lamina cribrosa surface depth, ONH = optic nerve head, PPA = peripapillary atrophy, LCCI = lamina cribrosa curvature index, PLD = posterior laminar depth, and NA = not available, that is, not mentioned in the article.
Data collection comprehended all structural components related to the LC and the surrounding ONH region that were included on the OCT B-scan images. Several locations, planes (superior, middle, and inferior), and sectors were considered for the measurements. The sectors were defined according to the Garway-Heath map [71]. The approach of data extraction by one investigator (ASP) with further verification by a senior author (JBB) has been used, as this has been demonstrated to be as accurate as double independent data extraction [72].
2.3. Data Analysis
The obtained data were used to calculate the frequency of each LC structural feature in the published literature and to determine the mean values of the most frequently reported features. Statistical relevance, given by the
3. Results
All structural LC features were analyzed, and the studies were organized in three groups: healthy group (n = 19), nonophthalmic disease group (n = 6), and ophthalmic (nonglaucomatous) disease group (n = 31). Overall, LC depth (LCD) and LC thickness (LCT) have been the most studied features, appearing in 75% and 44.6% from the total articles. Other features, such as prelaminar tissue thickness (PTT) (21.4%) studied in ophthalmic and nonophthalmic diseases, and lamina cribrosa curvature index (LCCI) (5.4%), LC global shape index (3.6%), LC defects (3.6%), slope of the LC (3.6%), distance between the inner surface of the LC (3.6%), SAS (3.6%), and LC strains/deformations (1.8%) studied in ophthalmic diseases only, are also referenced but in fewer studies.
One bar chart, summarizing the most studied features in the ophthalmic and nonophthalmic disease groups, is presented in Figure 3. Hence, in the following sections, a detailed analysis on how these two biomarkers have been measured is provided. Moreover, a detailed explanation on how LCD and LCT measurements were carried out in each study is presented in Table 2. The normative values for the groups are also presented and discussed. In cases where more than one measurement was performed for the same feature (e.g., in different planes (superior, middle, or inferior), different scan directions (vertical and horizontal), or 2 eyes (left and right)), the pooled mean and SD were determined according to equations (1) and (2).
[figure omitted; refer to PDF]Table 2
Approach used for the measurement and reported values for the lamina cribrosa thickness and depth.
Authors | Measurement | Results |
Xiao et al. [20] | (i) cCLT was defined as “the distance between the anterior lamina cribrosa surface (ALCactS) and posterior lamina cribrosa surface (PLCS). cLCT was calculated from the average value of the LCT in the ONH center point and paracentral points (150 | (i) cLCT ( |
Sousa et al. [34] | ALCD was defined as “the prependicular distance from the BMO plane to the maxium depth point of the anterior LC border. A mean of the 2 measurements was used.” | (i) Vertical scan ( |
Lee et al. [35] | “LCT was measured as the distance between the levels of the anterior and posterior borders in the B-scan images. LCT was measured at the midpoint between the opening of Bruch’s membrane and two additional points that were 150 | 273.19 |
Bartolomé et al. [19] | (i) “LCD was measured in 11 horizontal B-scans that were spaced equally along the vertical diameter of the optic disc. The line connecting both Bruch’s membrane opening (BMO) edges was used as a reference plane for all depth measurements. A line perpendicular to this reference line was drawn from each BMO edge to the anterior surface of the lamina cribrosa. When one of these two perpendicular lines did not meet the anterior laminar surface because of disc tilting and associated lateral lamina displacement, a line was drawn from the anterior lamina cribrosa insertion point perpendicularly to the line connecting the two BMO edges. The area defined by these two perpendicular lines, the line connecting the BMO edges and the anterior laminar surface, was measured area S. Mean LCD depth in each of the 11 horizontal EDI-OCT scans was defined by area S divided by length D.” | (i) LCD ( |
Leal et al. [36] | “ALCD was defined as the maximum perpendicular distance between the line connecting both ends of Bruch’s membrane and the maximum depth point of the anterior border of the LC. The anterior border of the LC was defined by a highly reflective structure below the optic cup.” | (i) Right eye vertical (REV) scan ( |
Rhodes et al. [21] | “LCD measures the distance of the LC from a reference plane, either a BMO plane (LDBMO) or a scleral plane (LDAS). The definition and computation of mean LD require the definition of a reference structure against which to measure depth, a surface reconstruction and sampling for mean depth, and the use of a suitable coordinate frame for the manually delineated point clouds. The Bruch structure (BMO plane, BMO ellipse, and laminar half-space) is computed, and the LC moved to a Bruch frame. The LC sections are uniformly resampled; an optimal mesh is built from these LC sections; and mean LDBMO is computed as a weighted average of the mesh centroid depths. The scleral structure is built using an interior disk-like region (the region of the AS between 1700 and 1800 | (i) LD BMO ( |
Kim et al. [38] | Anterior LC depth (LCD) was defined as “the maximal vertical distance between the reference plane connecting Bruch’s membrane openings (BMO) and the anterior LC surface.” | 463.4 |
El-Agamy et al. [40] | ”ALCSD was measured at all planes, defined as the distance from the line connecting the two Bruch’s membrane opening (BMO) edges (reference line) to the anterior LC surface. It was measured in the direction perpendicular to the reference plane at three points: the maximum depth point and two additional points (100 and 200 | (i) Mean of ALCSD ( |
Lee et al. [24] | (i) “LCD was determined by measuring the distance from the Bruch’s membrane (BM) opening plane to the level of the anterior LC surface in 11 equidistant planes that divided the optic disc diameter into 12 equal parts vertically in each eye. A reference line connecting the two termination points of the BM was drawn on each B-scan image. The distance from the reference line to the level of the anterior border of the LC was measured at three points: the maximally depressed point and two additional points (100 and 200 | (i) LCT ( |
Seo et al. [43] | ”After the 3D image was reconstructed, seven B-scan images that divided the optic disc diameter into eight equal parts vertically were selected for each eye. These seven B-scan lines were defined as plane 1 to plane 7 (top to bottom). In this model, plane 4 corresponds to the midhorizontal plane, and planes 2 and 6 correspond to the superior and inferior midperiphery, respectively. The ALCSD was measured at each plane and defined as the distance from the Bruch’s membrane opening level to the anterior LC surface.” | 402.06 |
Tun et al. [45] | LCD was defined as ”the distance from each anterior LC point to the peripapillary scleral (PPS) reference plane line in the central one-third of the length of BMO. The PPS reference plane was defined as a line connecting the outermost points of the anterior surface of the PPS ring. The mean depth of all LC points on the anterior LC surface was reported as the mean LC depth.” | 363.65 |
Thakku et al. [46] | LCD was defined as “the distance of the reconstructed anterior LC from the BMO plane. The mean depth of all points on the surface was reported as the mean LC depth. Additionally, mean depths of points along the nasal-temporal (N-T) and superior-inferior (S-I) cross sections were reported.” | 403 |
Luo et al. [22] | “Mean depth of the segmented points within the central 24 anterior scleral canal opening (ASCO) subsectors regardless of the reference plane was used for the depth measurement. Quantification of all parameters derived from the manually segmented points was performed within custom software (MATLAB version 7.3.0.267). A BMO reference plane was determined based on the 48 BMO points (2 points in each of 24 radial B-scans) as for the ASCO reference plane. Peripapillary BM and peripapillary scleral reference planes were separately defined by fitting a plane to 48 points 1700 | (i) Central LD BMO ( |
Akkaya et al. [28] | (i) ALCSD was defined as “the distance between the Bruch’s membrane opening and the anterior border of the lamina cribrosa.” | (i) LCT ( |
Eraslan et al. [29] | “LCT was measured manually on vertical lines lying between the inner and outer boundaries of the hyperreflective area temporal to the central retinal vessels. In cases where the hyporeflective image created by the nerve fibers passing through the laminar pores was too close to the temporal of the central retinal vessels in patients with thinner LCs, the measurement was performed at the points at which the inner and outer boundaries of the LC could be most clearly seen.” | Control group: 292.5 |
Küçük et al. [30] | (i) LCT was defined as “the distance between the LCT borders, which were the anterior and posterior borders of the highly reflective region at the vertical center of the ONH in the horizontal SD-OCT cross section.” | (i) LCT ( |
Lee et al. [32] | “LCT was measured at three locations in each eye (the midhorizontal and the superior and inferior midperipheral regions of the ONH) using thin-slab maximum-intensity-projection (MIP) images.” | Control group: 247.95 |
Sirakaya et al. [33] | (i) LCT was designated as “the area between the outer and inner lines of the hyperreflective region at the vertical center of the optic nerve head; LC thickness was the perpendicular distance between those borders.” | (i) LCT ( |
Pasaoglu et al. [47] | “LCD and LCT were measured at the 7 locations equidistant across the vertical optic disc diameter. These seven horizontal B-scan lines were defined as planes 1–7 (from superior to inferior). The average LC depth and thickness were determined as the mean values of the measurements made at seven points of the LC. ALS was defined as the anterior border of the highly reflective region beneath the internal limiting membrane at the optic disc cup on the B-scans. Distance between the reference line connecting both edges of the Bruch membrane and anterior surface of the LC at the maximally depressed point was defined as the ALS depth. The distance between the same reference line and the posterior surface of the LC again at the maximally depressed point was defined as the PLS depth. The difference between the PLS and ALS depth was taken to be the LC thickness.” | (i) ALCSD ( |
Villarruel et al. [25] | “LCD was defined as the distance between the reference line connecting both edges of the Bruch membrane (Bruch membrane opening plane) and the anterior surface of the LC. The anterior LC surface was defined as the anterior border of the highly reflective region beneath the internal limiting membrane at the optic disc cup on the B-scans. On the selected B-scans, the LC depth was measured at 3 points: the maximally depressed point and 2 additional points (100 and 200 | Control group: 387.8 |
Demir et al. [49] | (i) ALCSD was defined as “the distance between the BMO reference plane and the anterior border of the LC.” | (i) ALCSD ( |
Seo et al. [27] | LCD value was “determined by measuring the distance from the Bruch membrane opening (BMO) plane to the level of the anterior LC surface. The anterior surface of the LC was defined by the highly reflective structure below the optic cup. A reference line connecting the two termination points of the Bruch membrane was drawn on each B-scan image. The distance from the reference line to the level of the anterior border of the LC was then measured at three points: the maximally depressed point and two additional points located 100 | Muscle-domain group: 462.79 |
Moghimi et al. [50] | “The anterior and posterior borders of the highly reflective region at the vertical center of the ONH in the horizontal SD-OCT cross section were defined as the borders of the LC, and the distance between these two borders was defined as LC thickness.” | (i) ALCSD ( |
Soares et al. [51] | “ALCSD was defined as the distance between the plane of Bruch’s membrane opening (BMO) and the ALCS. The BMO plane was established with a line joining the limits of the BM. Three measurements of ALCS depth were made on three planes perpendicular to the BM plane: the first plane in the maximal depth of ALCS, the second plane 100 | Control group: 292.56 |
Karaca Adıyeke et al. [52] | LCT was defined as “the distance between the anterior and posterior margins of the LC, which were determined as a highly reflective structure below the optic cup.” | Control group: 266.4 |
Son et al. [53] | LCT was defined as “the thickness of the highly reflective region. If the lamina cribrosa margin was not defined, the auto contrast was used which was included in the program. The measurement point was the midpoint of the line connecting Bruch’s membrane openings. If vascular shadows disturbed visualization of the lamina cribrosa, the measurement points were determined as centrally on the midpoint as possible where there was the least likelihood of vascular shadows.” | Control group: 260.41 |
Sırakaya and Bekir [54] | “Bruch’s membrane opening (BMO) was defined as the distance of the line between the two endpoints of Bruch’s membrane; LC is the area between the outer and inner lines of the hyperreflective region in the vertical center of the ONH.” | (i) LCT ( |
Altunel et al. [55] | “Anterior and posterior regions of the LC were defined by highly reflective structures below the ONH.” | Control group: 228.0 |
Lim et al. [56] | “LCT was measured at the vertical center of the ONH using a horizontal cross-sectional B-scan. The LCT was defined as the distance between the anterior and posterior borders of the highly reflective region. LCT was obtained from three points: the midsuperior, center, and midinferior locations. LCT was defined as the average value of the LCT at the center of the midsuperior, central, and midinferior horizontal B-scans of the ONH.” | Control group: 274.0 |
Akkaya and Küçük [57] | “3 frames were defined: center, midsuperior, and midinferior, which passed through the ONH, and the parameters of thickness were measured in each of these frames. During measurements of thickness, full weight to the center of the LCT plate was assigned.” | (i) LCT ( |
Lee et al. [58] | (i) LC thickness was defined as “the shortest distance between the anterior border and the posterior border of the LC. The anterior and posterior LC margins were defined by a highly reflective structure below the optic cup. Anterior and posterior LC margins were defined as the line that connected the peripheral points of the anterior and posterior LC margins. The line that connected the two termination points of Bruch’s membrane was used as a baseline reference.” | (i) LCT ( |
Rebolleda et al. [62] | “A reference line connecting the two Bruch’s membrane limit points was drawn, and three equidistant points, corresponding to one-half and one-third of the reference, were highlighted and connected to the anterior face of the prelaminar tissue (PT) and the anterior and posterior surfaces of the LC. LCT and anterior LCD were measured at the aforementioned three points. The arithmetic mean of the three measurements was considered as the average. LCT was defined as the difference between the position of the anterior and posterior borders of the LC. LCD was determined by measuring the distance from the reference line to the level of the anterior LC surface.” | (i) ALCSD ( |
Fard et al. [63] | “The anterior and posterior borders of the highly reflective region at the vertical center of the ONH in the horizontal SD-OCT cross section were defined as the borders of the LC, and the distance between these two borders was defined as LC thickness. | (i) ALD ( |
Lee et al. [64] | LCD was measured on “the three horizontal B-scans. A horizontal reference line was drawn by connecting the two termination points of Bruch’s membrane opening (BMO) in each B-scan image. The LCD was then measured from the reference line to the level of the anterior border of the LC at the maximally depressed point and two additional points that were 100 and 200 | Control group: 427.3 |
Rebolleda et al. [26] | “Reference line connecting the two ends of the BMO was defined as the BMO diameter. Three equidistant points (inferior, middle, and superior), corresponding to one-half and one-third of the reference, were highlighted and connected from this reference line to the anterior face of the prelaminar tissue (PT) and the anterior surface of the LC. Prelaminar tissue thickness (PTT) was defined as the distance between the anterior surfaces of the PT and LC. Lamina cribrosa depth (LCD) was defined as the distance from the reference line to the anterior surface of the LC. The arithmetic mean of the three measurements was registered as the average.” | Control group: 404.1 |
Akkaya [73] | “Lamina cribrosa borders were defined as the posterior and anterior borders of the highly reflective area at the ONH’s perpendicular center in the horizontal SD-OCT cross section.” | (i) LCT ( |
Lee et al. [64] | (i) LCT was measured at “3 locations in each eye (superior midperiphery, central, and inferior midperiphery regions of the ONH) using thin-slab maximum-intensity-projection (MIP) images. LCT was measured as the distance between the anterior and posterior borders at the central 3 points (with a separation of 100 mm between the points) in each MIP thin-slab image in the direction perpendicular to the anterior LC surface at the measurement point. The measurements obtained from the 3 thin-slab images were used to calculate the mean LCT of each eye.” | (i) LCT ( |
Rebolleda et al. [66] | “A reference line connecting the two Bruch’s membrane termination points was drawn, and three equidistant points (inferior, middle, and superior), corresponding to one-half and one-third of this reference, were highlighted and connected to the anterior face of the prelaminar tissue and anterior surface of the LC. The arithmetic mean of the three measurements (inferior, middle, and superior) was considered as the average. Lamina cribrosa depth was determined by measuring the distance from the reference line to the level of the anterior LC surface.” | 400.1 |
Hata et al. [67] | “The BMO was defined as the termination of the Bruch’s membrane, and we measured the diameter of BMO. The BMO-anterior LC was defined as the vertical distance between the reference line connecting BMO and the anterior laminar surface.” | (i) LCD ( |
Kim et al. [7] | “LCDs on horizontal SD-OCT B-scan images were measured at seven locations equidistant across the vertical optic disc diameter. The seven B-scan lines from the superior to the inferior regions were defined as planes 1 to 7 with plane 4 corresponding to the midhorizontal plane and planes 2 and 6 corresponding to the superior and inferior midperiphery planes, respectively. To determine the LCD, a line connecting the edges of the BMO was set as the reference plane (BMO reference line), and the LCD was measured in the direction perpendicular to the reference plane at the maximally depressed point.” | Control group: 405.88 |
Yang et al. [68] | “The measurement points were selected by dividing the total length of the reference line by 2 or 4 depending on the midsuperior, midinferior, or midtemporal point of the disc center. The LCD was measured from the reference line to the anterior surface of the lamina cribrosa at each point. At the same point, the LCT was defined as the minimum vertical length between the anterior and posterior surface of the prelaminar tissue and the anterior and posterior surface of the lamina cribrosa, respectively.” | (i) ALCD ( |
Yokota et al. [69] | “Three frames, center, midsuperior, and midinferior, which passed through the optic nerve disc were selected from these B-scans.” | (i) ALCD ( |
Gómez-Mariscal et al. [70] | “Three vertical and equidistant lines localized at one-half and one-third of the BMO diameter were drawn from the reference line to the anterior ONH surface and the anterior LC surface, defining the cup depth (CD) and the lamina cribrosa depth (LCD).” | Control group: 362.7 |
LC = lamina cribrosa, LCT = lamina cribrosa thickness, cLCT = central laminacribrosa thickness, LCD = lamina cribrosa depth, ALCS = anterior lamina cribrosa surface, ALCSD = anterior lamina cribrosa surface depth, cLCSD = central anterior lamina cribrosa surface depth, BMO = Bruch’s membrane opening, ONH = optic nerve head, ASCO = anterior scleral canal opening, OSAS = obstructive sleep apnea syndrome, IIH = intracranial hypertension, HTG = high-tension glaucoma, NTG = normal-tension glaucoma, BRVO = branch retinal vein occlusion, NAION = nonarteritic anterior ischaemic optic neuropathy, SSOH = superior segmental optic nerve hypoplasia, POAG = primary open-angle glaucoma, CON = compressive optic neuropathy, ADOA = autosomal dominant optic atrophy, PDR = proliferative diabetic retinopathy, and NVG = neovascular glaucoma.
Only diseases for which at least 20 eyes were included in the studied group (cumulatively over all the evaluated papers) were considered for the average calculations (equations (1) and (2)).
3.1. LCT Measurements
LCT has been defined in the literature as the distance between the anterior and posterior borders of the highly reflective region visible below the optic disc cup in B-scan cross sections of the ONH (see the red arrow in Figure 4) [18]. However, a discrepancy between the LCT measurements, namely, between the locations used to calculate the LCT average, has been observed and reported in Table 2. For example, Lee et al. [74] considered three locations in each eye (midhorizontal, superior, and inferior midperipheral), with a separation of 100
3.2. LCD Measurements
In the literature, LCD (also named as anterior lamina cribrosa depth in several studies) is defined as the perpendicular distance from the BMO plane to the maximum depth point of the anterior LC surface. All articles included in this review provide the measurements relative to Bruch’s membrane opening (BMO). Only the measurements relative to BMO were considered for the calculations since all articles provide the measurement relative to this plane. Two studies, Rhodes et al. [21] and Luo et al. [22], also considered the scleral plane and the ASCO as the reference for depth measurements. These differences have been shown to lead to measurement bias, as reported by Luo et al. [22], who obtained 402
3.3. Features’ Applicability and Measurements
This section details the mean values for the two dominating LC structural features (LCT and LCD) in the three groups (healthy controls, ophthalmic, and nonophthalmic diseases). The values were calculated based on the articles presented in Table 2 for each group and disease, and the mean and SD values for each group are summarized in Figure 5.
[figures omitted; refer to PDF]
3.3.1. Healthy Group Measurements
Analysis of healthy subjects is very important to establish normative values for the healthy population, and hence facilitate the diagnosis and follow-up of the pathology. The studies that included only healthy subjects, as well as those comparing patients to a healthy control group, were selected, and the LCT and LCD average values were determined. The observed averages were 261
3.3.2. Ophthalmic Disease Group Measurements
The ophthalmic disease group represented the largest group (n = 31) and included a large number of conditions, the most common being myopia, retinal vein occlusion (RVO), nonarteritic anterior ischaemic optic neuropathy (NAION), pseudoexfoliation syndrome (PXS), superior segmental optic nerve hypoplasia (SSOH), compressive optic neuropathy (CON), age-related macular degeneration (AMD), autosomal dominant optic atrophy (ADOA), and diabetic macular edema (DME). For ophthalmic patients, mean LCT and LCD were 211
[figures omitted; refer to PDF]
3.3.3. Nonophthalmic Disease Group Measurements
The number of studies in this group was smaller than in the other groups. The registered diseases were diabetes mellitus [28], Parkinson’s disease (PD) [29], obstructive sleep apnea syndrome (OSAS) [30], Alzheimer’s disease (AD) [31, 32], mild cognitive impairment (MCI) [31], and migraine [33]. The mean LCT and LCD were 234
[figures omitted; refer to PDF]
LCT measurements seem to be lower relative to the healthy group, with the exception of diabetes mellitus. Akkaya et al. [28] described a significantly higher mean LCT in diabetic patients when compared to a healthy group, 271.61
4. Discussion
The present study highlights which LC structural parameters have been analyzed in the literature with a focus on nonglaucomatous diseases. Overall, the most commonly studied parameters were LCD and LCT. The disease groups (ophthalmic and nonophthalmic) presented lower values for mean LCT, relative to the healthy population (Figure 5(a)). In parallel, mean LCD values were higher (deeper ONH cup) for these groups (Figure 5(b)). An exception in the nonophthalmic disease group was DM, which presented a shallower cup and thicker LC, when compared to healthy subjects. Akkaya et al. proposed that this evidence supports the “neuroprotective effect of DM on glaucomatous optic neuropathy and suggests that LCT and lamina cribrosa position mediate this protective effect.” [28]
This study shows that LC structural features are significantly different between healthy patients and some (nonglaucomatous) ocular and systemic pathologies. As such, there is a potential to add them as additional clinical features for clinical diagnosis. Nonetheless, being patient-specific features, LC features might hold an even better role for patient follow-up, signalling disease status’ change. Unfortunately, we did not find any longitudinal studies focusing on this matter in this review. This fact highlights the need for longitudinal studies linking LC parameters and diseases, similarly to what is now common in glaucoma-related studies [75].
LC features are influenced by factors such as age, race, and also by the way measurements are carried out. However, these factors were not used as segmentation criteria in this study due to the lack of this information in several studies. For future works in this field, it is important to take into account these factors when analysing and comparing results between studies since they are a potential source of bias. Moreover, the current methods are heterogeneous (see Table 2), which may lead to imprecise comparisons between studies. For depth measurements, the consensus is to use the BMO plane as a reference, but the way the feature is measured is not consistent among research groups. One of the causes for this heterogeneity is the fact that the analysis of LC features still requires a considerable amount of manual input. This causes measurement bias due to the inherent difficulty of the manual delineation of the structure. This lack of automation increases the likelihood that each research group adopts their own reference points and methods. Besides, studies usually report averages of a limited number of B-scans without capturing the whole LC. The distance between these B-scan slices, as well as their number and position, may also be a source of discrepancies when comparing studies. Finally, some authors have pointed out the fact that the BMO reference place might be biased due to choroidal thickness changes and that perhaps the anterior sclera reference plane would be better suited for these calculations [76, 77]. Ideally, similar measurement methods should be adopted across all research groups. Currently, the measurement of the LC features is laborious and time consuming. As such, automation might hold the key to reduce bias in LC feature measurement. There is a need for easy-to-use software that can automatically measure LC features (possibly starting with LCT and LCD), ideally capturing all the information from OCT volumes, instead of selecting some of the B-scans. Providing such a tool with a fast and repeatable computation would contribute to making LC features a part of everyday clinical practice.
The main limitation of this review is the reduced number of studies, mainly in the nonophthalmic disease group, which precludes definite conclusions. Moreover, due to the lack of individual study data, it was not possible to perform statistical comparisons between groups and pathologies. As such, our results point towards differences that need to be better clarified. Nonetheless, LC features’ ability to discriminate between these groups is supported by results presented by several individual studies, as reported in Table 2. Lastly, it is noteworthy to mention that the statistical analysis performed on groups (ophthalmic and nonophthalmic diseases) may be biased by different pathologies comprised in each group.
5. Conclusion
There is a growing interest in LC features outside the glaucoma field. The results of this meta-analysis show several promising features (mainly, LCT and LCD) that may be relevant for clinical practice. Nevertheless, further studies are needed to validate these findings, and longitudinal data are needed to clarify the potential for use in patient follow-up. Moreover, efforts should be employed to develop automated tools that can capture LC features from OCT data in a standardized manner, thus allowing more accurate comparisons between studies. These efforts should enable to further explore the potential of LC parameters for use in daily clinical practice.
Acknowledgments
This work was supported by the Horizon 2020 Research and Innovation Programme (grant agreement no. 780989: Multi-modal, multi-scale retinal imaging project) and was funded by Portuguese National Funds through the FCT, Fundação Para a Ciência e a Tecnologia, I.P., in the scope of the project UIDB/04559/2020.
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Abstract
The lamina cribrosa (LC) is an active structure that responds to the strain by changing its morphology. Abnormal changes in LC morphology are usually associated with, and indicative of, certain pathologies such as glaucoma, intraocular hypertension, and myopia. Recent developments in optical coherence tomography (OCT) have enabled detailed in vivo studies about the architectural characteristics of the LC. Structural characteristics of the LC have been widely explored in glaucoma management. However, information about which LC biomarkers could be useful for the diagnosis, and follow-up, of other diseases besides glaucoma is scarce. Hence, this literature review aims to summarize the role of the LC in nonophthalmic and ophthalmic diseases other than glaucoma. PubMed was used to perform a systematic review on the LC features that can be extracted from OCT images. All imaging features are presented and discussed in terms of their importance and applicability in clinical practice. A total of 56 studies were included in this review. Overall, LC depth (LCD) and thickness (LCT) have been the most studied features, appearing in 75% and 45% of the included studies, respectively. These biomarkers were followed by the prelaminar tissue thickness (21%), LC curvature index (5.4%), LC global shape index (3.6%), LC defects (3.6%), and LC strains/deformations (1.8%). Overall, the disease groups showed a thinner LC (smaller LCT) and a deeper ONH cup (larger LCD), with some exceptions. A large variability between approaches used to compute LC biomarkers has been observed, highlighting the importance of having automated and standardized methodologies in LC analysis. Moreover, further studies are needed to identify the pathologies where LC features have a diagnostic and/or prognostic value.
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1 Laboratory for Instrumentation, Biomedical Engineering and Radiation Physics (LIBPhys-UC), Department of Physics, University of Coimbra, Coimbra, Portugal
2 Biomedical Imaging Group Rotterdam, Department of Radiology & Nuclear Medicine, Erasmus MC, Rotterdam, Netherlands
3 Research Group Ophthalmology, Department of Neurosciences, KU Leuven, Leuven, Belgium; Department of Ophthalmology, University Hospitals UZ Leuven, Leuven, Belgium
4 Research Group Ophthalmology, Department of Neurosciences, KU Leuven, Leuven, Belgium; Cardiovascular R&D Center, Faculty of Medicine of the University of Porto, Porto, Portugal; Ophthalmology Department, Centro Hospitalar e Universitário São João, Porto, Portugal