10.3 Microarrays & Array Comparative Genomic Hybridization (aCGH)
Key Takeaways
- Microarray platforms immobilize hundreds of thousands to millions of distinct, sequence-defined oligonucleotide or BAC probe features at known spatial coordinates on a solid glass or silicon surface for parallel nucleic acid interrogation.
- Array Comparative Genomic Hybridization (aCGH) co-hybridizes differentially labeled patient (Cy5, red) and sex-matched normal reference (Cy3, green) genomic DNA to quantify copy number variations (CNVs), where normalized log2(Cy5/Cy3) ratios distinguish diploid normal (0.0), single-copy duplication (+0.58), and single-copy deletion (-1.0).
- Single Nucleotide Polymorphism (SNP) microarrays measure both total hybridization intensity (Log R Ratio, LRR) and allelic fraction (B-Allele Frequency, BAF), uniquely identifying copy-neutral loss of heterozygosity (CN-LOH), uniparental disomy (UPD), and runs of homozygosity (ROH).
- Chromosomal microarray (CMA) is recommended as the primary first-tier clinical diagnostic test for individuals with unexplained developmental delay, intellectual disability, autism spectrum disorder, and multiple congenital anomalies.
- Microarrays cannot detect balanced chromosomal rearrangements (such as reciprocal translocations, balanced inversions, and Robertsonian translocations), low-level mosaicism (<10%–20%), or single-nucleotide point mutations, requiring complementary karyotyping, FISH, or NGS for comprehensive diagnostic assessment.
10.3 Microarrays & Array Comparative Genomic Hybridization (aCGH)
Quick Summary: Microarray technology immobilizes hundreds of thousands to millions of microscopic, sequence-defined nucleic acid probe features onto solid glass or silicon substrates, enabling massively parallel genomic interrogation. Array Comparative Genomic Hybridization (aCGH) employs two-color competitive hybridization (patient DNA labeled with Cy5 vs. reference DNA labeled with Cy3) to detect submicroscopic copy number variants (CNVs) across the entire genome based on normalized $\log_2(\text{Cy5/Cy3})$ ratios. Single Nucleotide Polymorphism (SNP) microarrays provide dual orthogonal metrics: Log R Ratio (LRR) for total copy number and B-Allele Frequency (BAF) for allelic distribution. This dual capability allows SNP arrays to uniquely identify copy-neutral loss of heterozygosity (CN-LOH), uniparental disomy (UPD), and consanguinity, which are completely invisible to conventional aCGH. Chromosomal microarray (CMA) serves as the primary first-tier clinical diagnostic standard for developmental delay and congenital anomalies.
1. Microarray Architecture & Physical Substrates
A microarray is a miniaturized, ordered arrangement of immobilized single-stranded DNA oligonucleotides or cloned genomic fragments attached to a planar solid support (typically a silanized microscope glass slide or silica bead chip).
+---------------------------------------------------------------------------------------------------------+
| MICROARRAY PLATFORM ARCHITECTURES |
+---------------------+-----------------------------------+-----------------------------------------------+
| Microarray Platform | Substrate & Probe Synthesis | Analytical Capabilities & Resolution |
+---------------------+-----------------------------------+-----------------------------------------------+
| **Oligonucleotide** | High-density 60-mer synthetic | High resolution (10–25 kb); sequence-specific;|
| **aCGH (Agilent)** | oligonucleotides synthesized *in* | covers coding exons and intergenic backbones; |
| | *situ* via inkjet phosphoramidite | detects microdeletions and microduplications. |
+---------------------+-----------------------------------+-----------------------------------------------+
| **BAC / PAC** | Bacterial Artificial Chromosomes | Historical legacy platform; low resolution |
| **Arrays (Legacy)** | (100–200 kb genomic inserts) | (1–5 Mb); replaced by high-density synthetic |
| | spotted mechanically onto glass | oligonucleotide and SNP arrays. |
+---------------------+-----------------------------------+-----------------------------------------------+
| **Illumina Infinium**| 50-mer probes attached to 3 µm | Dual CNV + SNP genotyping (500k to >2M SNPs); |
| **BeadArray** | silica beads residing in etched | single-base extension incorporates labeled |
| | microwells on a silicon chip | dideoxynucleotide (ddNTP) hapten. |
+---------------------+-----------------------------------+-----------------------------------------------+
| **Affymetrix / Cyto**| High-density 25-mer oligos | Dual CNV + SNP interrogation (>2.6M markers); |
| **Scan (Thermo)** | photolithographically synthesized | whole-genome coverage of structural gains, |
| | directly on a quartz glass wafer | losses, LOH, and mosaicism down to 5–10%. |
+---------------------+-----------------------------------+-----------------------------------------------+
2. Array Comparative Genomic Hybridization (aCGH) Mechanics
In traditional metaphase CGH (developed by Kallioniemi in 1992), labeled patient and reference DNA were hybridized to normal metaphase chromosome spreads on a slide, limiting resolution to $5–10\text{ Mb}$. Array CGH replaced metaphase chromosomes with thousands of sequence-defined genomic probes, improving diagnostic resolution down to $10–50\text{ kb}$.
THE aCGH TWO-COLOR HYBRIDIZATION WORKFLOW
[ Patient Genomic DNA ] (500 ng) [ Reference Genomic DNA ] (500 ng)
| |
v [Random Primed Labeling (Klenow)] v [Random Primed Labeling (Klenow)]
[ Labeled with Cy5 (Red, 650 nm) ] [ Labeled with Cy3 (Green, 550 nm) ]
\ /
\ /
v v
[ Combine Equal Masses + Add Human Cot-1 DNA to Block Repetitive Sequences ]
|
v
[ Co-Hybridize onto Oligonucleotide Glass Array Slide (40–48 hrs at 65°C) ]
|
v
[ Dual-Laser Microarray Scanner (635 nm Laser for Cy5 / 532 nm Laser for Cy3) ]
|
v
[ Calculate Normalized Fluorescence Ratio: log2(Cy5 Intensity / Cy3 Intensity) ]
Mathematical Derivation of $\log_2$ Ratios
The relative copy number at any specific genomic locus is calculated from the normalized fluorescence emission of the patient channel (Cy5, Red) divided by the reference channel (Cy3, Green):
+---------------------------------------------------------------------------------------------------------+
| THEORETICAL aCGH LOG2 RATIO INTERPRETATION |
+---------------------+-------------------+-----------------------+---------------------------------------+
| Genomic Copy State | Ratio (Pt : Ref) | Theoretical Log2 Value| Mathematical Derivation |
+---------------------+-------------------+-----------------------+---------------------------------------+
| **Diploid Normal** | 2 : 2 (1.0) | **0.00** | $\log_2(2/2) = \log_2(1.0) = 0$ |
+---------------------+-------------------+-----------------------+---------------------------------------+
| **Single Deletion** | 1 : 2 (0.5) | **-1.00** | $\log_2(1/2) = \log_2(0.5) = -1.00$ |
| (Heterozygous Loss) | | (Observed: -0.6 to -1)| (Shifted toward 0 by normal stromal) |
+---------------------+-------------------+-----------------------+---------------------------------------+
| **Homozygous Del** | 0 : 2 (0.0) | **$-\infty$** | $\log_2(0/2) = -\infty$ |
| (Complete Loss) | | (Observed: < -2.0) | (Residual background fluorescence) |
+---------------------+-------------------+-----------------------+---------------------------------------+
| **Single Duplication| 3 : 2 (1.5) | **+0.585** | $\log_2(3/2) = \log_2(1.5) = +0.585$ |
| (Heterozygous Gain) | | (Observed: +0.3 to +0.5| |
+---------------------+-------------------+-----------------------+---------------------------------------+
| **Double Duplication| 4 : 2 (2.0) | **+1.00** | $\log_2(4/2) = \log_2(2.0) = +1.00$ |
| (Tetrasomy / Gain)**| | (Observed: +0.8 to +1)| |
+---------------------+-------------------+-----------------------+---------------------------------------+
| **High Amplification| > 5 : 2 (> 2.5) | **> +1.32** | $\log_2(>5/2) = \log_2(>2.5) > +1.32$ |
| (e.g., Oncogene amp)| | | (e.g., MYCN, ERBB2 amplification) |
+---------------------+-------------------+-----------------------+---------------------------------------+
aCGH CHROMOSOME PLOT DISPLAY
log2 Ratio
+1.0 | [ DUPLICATION (+0.58) ]
| * * * * * * * * *
0.0 | - - * - * - * - * - * - - - - - - - - - - - - - - - - - - * - * - * - - Diploid Baseline
| * * * * * *
-1.0 | [ DELETION (-1.0) ]
+--------------------------------------------------------------------> Chromosome Position
pter qter
3. SNP Microarrays: Dual LRR & BAF Deconvolution
While aCGH measures total copy number via two-color competitive hybridization, Single Nucleotide Polymorphism (SNP) arrays measure two independent, orthogonal parameters at millions of individual single-nucleotide coordinates.
+---------------------------------------------------------------------------------------------------------+
| ORTHOGONAL SNP ARRAY METRICS |
+---------------------+-----------------------------------+-----------------------------------------------+
| Metric Name | Mathematical Definition | Diagnostic Information Provided |
+---------------------+-----------------------------------+-----------------------------------------------+
| **Log R Ratio** | $\text{LRR} = \log_2(R_{\text{obs}}| **Copy Number / Total Dosage:** |
| **(LRR)** | / R_{\text{exp}})$ where $R$ is | Reflects total hybridization signal intensity |
| | total probe fluorescence $(A + B)$| ($\text{LRR} \approx 0$ normal; $>0$ gain; $<0$ loss) |
+---------------------+-----------------------------------+-----------------------------------------------+
| **B-Allele** | $\text{BAF} = \frac{I_B}{I_A + I_B}$| **Allelic Imbalance & Genotype:** |
| **Frequency (BAF)** | Normalized proportion of signal | Reflects the ratio of B-allele to total A+B; |
| | contributed by the 'B' allele | reveals discrete genotype tracks ($0, 0.5, 1$) |
+---------------------+-----------------------------------+-----------------------------------------------+
Deconvoluting Genotypes on LRR and BAF Plots
+---------------------------------------------------------------------------------------------------------+
| SNP ARRAY GENOTYPIC PROFILES ACROSS LRR & BAF |
+---------------------+-------------------+-----------------------+---------------------------------------+
| Biological State | Log R Ratio (LRR) | BAF Track Pattern | Observed Genotypes |
+---------------------+-------------------+-----------------------+---------------------------------------+
| **Diploid Normal** | $\text{LRR} \approx 0$| **3 Tracks:** | $AA = 0.0$ |
| (Disomy, 2 copies) | | $0.0$, $0.5$, $1.0$ | $AB = 0.5$ |
| | | | $BB = 1.0$ |
+---------------------+-------------------+-----------------------+---------------------------------------+
| **Hemizygous** | $\text{LRR} < 0$ | **2 Tracks:** | $A = 0.0$ |
| **Deletion (Loss)** | ($\approx -0.55$) | $0.0$, $1.0$ | $B = 1.0$ |
| (1 copy remaining) | | (Loss of $0.5$ track) | (Heterozygous AB state destroyed) |
+---------------------+-------------------+-----------------------+---------------------------------------+
| **Homozygous** | $\text{LRR} \ll 0$| **No discrete tracks**| No DNA remaining |
| **Deletion (Null)** | ($<-2.0$) | (Random noise) | (Complete signal loss) |
+---------------------+-------------------+-----------------------+---------------------------------------+
| **Duplication** | $\text{LRR} > 0$ | **4 Tracks:** | $AAA = 0.0$ |
| **(Trisomy, Gain)** | ($\approx +0.35$) | $0.0, 0.33, 0.67, 1.0$| $AAB = 0.33$ |
| (3 copies) | | (Split middle track) | $ABB = 0.67$, $BBB = 1.0$ |
+---------------------+-------------------+-----------------------+---------------------------------------+
| **Copy-Neutral LOH**| **LRR = 0.0** | **2 Tracks:** | $AA = 0.0$ |
| **(CN-LOH / aUPD)** | **(Normal Copy!)**| $0.0$, $1.0$ | $BB = 1.0$ |
| (2 identical copies)| | (Absence of $AB=0.5$) | (Megabase loss of heterozygosity!) |
+---------------------+-------------------+-----------------------+---------------------------------------+
SNP ARRAY COPY-NEUTRAL LOH (CN-LOH) SIGNATURE
Log R Ratio (LRR)
+1.0 |
0.0 | - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Normal Baseline!
-1.0 |
+--------------------------------------------------------------------->
B-Allele Frequency (BAF)
1.0 | * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * (BB Genotype)
|
0.5 | * * * * * * * * * * [ NO AB TRACK! ] * * * * * * * (Heterozygous AB)
|
0.0 | * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * (AA Genotype)
+--------------------+-----------------------------------+------------->
Normal Diploid Flank REGION OF CN-LOH / aUPD Normal Flank
Why aCGH Cannot Detect Copy-Neutral LOH (CN-LOH)
Copy-Neutral Loss of Heterozygosity (CN-LOH)—also known as acquired uniparental disomy (aUPD)—occurs when a cell loses one parental allele and duplicates the remaining homologous allele via mitotic recombination or nondisjunction rescue.
- Total copy number remains exactly 2.
- In aCGH, because total patient DNA hybridizes at a $2:2$ ratio with normal diploid reference DNA, the calculated $\log_2(\text{Ratio})$ is exactly $0.00$. aCGH is completely blind to CN-LOH.
- In SNP arrays, while the LRR is $0.0$, the BAF track instantly reveals the complete loss of all heterozygous $AB$ SNPs ($0.5$ frequency) over contiguous megabase segments, exposing the abnormal isodisomy.
- Clinical Significance: Identifies imprinting disorders (e.g., Uniparental Disomy in Prader-Willi / Angelman syndromes on chromosome 15, Beckwith-Wiedemann syndrome on 11p15.5) and oncogenic homozygosity of tumor suppressor mutations (e.g., TP53, FLT3, JAK2 V617F in AML/MDS).
4. Clinical Indications & Professional ACMG Guidelines
The American College of Medical Genetics and Genomics (ACMG) and the American Academy of Pediatrics (AAP) endorse Chromosomal Microarray (CMA) as the first-tier diagnostic test for:
- Unexplained Developmental Delay (DD) and Intellectual Disability (ID)
- Autism Spectrum Disorders (ASD)
- Multiple Congenital Anomalies (MCA) not fitting a well-defined monogenic syndrome
+---------------------------------------------------------------------------------------------------------+
| MICROARRAY VS. G-BAND KARYOTYPING |
+---------------------+-----------------------------------+-----------------------------------------------+
| Parameter | G-Banded Karyotyping | Chromosomal Microarray (CMA) |
+---------------------+-----------------------------------+-----------------------------------------------+
| **Resolution** | **5 to 10 Mb** (low resolution) | **10 to 50 kb** (>100-fold higher resolution!)|
+---------------------+-----------------------------------+-----------------------------------------------+
| **Cell Culture** | Mandatory; requires living cells | None; uses extracted DNA from uncultured blood|
| | arrested in metaphase | saliva, skin, or fresh/frozen tissue |
+---------------------+-----------------------------------+-----------------------------------------------+
| **Diagnostic Yield**| 3% to 5% in DD/ID/ASD cohorts | **15% to 20%** in DD/ID/ASD cohorts |
+---------------------+-----------------------------------+-----------------------------------------------+
| **Submicroscopic** | Invisible (below optical limit) | Easily detects DiGeorge (22q11.2), Williams |
| **Microdeletions** | | (7q11.23), Prader-Willi/Angelman (15q11-q13) |
+---------------------+-----------------------------------+-----------------------------------------------+
| **Balanced Trans-** | **Detected easily** (visualizes | **Completely blind**; no copy number change! |
| **locations** | chromosome structural movements) | |
+---------------------+-----------------------------------+-----------------------------------------------+
5. Inherent Limitations of Microarray Platforms
Understanding what microarrays cannot detect is a primary focus of clinical competency and the ASCP MB examination.
+---------------------------------------------------------------------------------------------------------+
| WHAT MICROARRAYS CANNOT DETECT |
+-----------------------------+---------------------------------------------------------------------------+
| Structural Variant Type | Biochemical / Biophysical Reason for Diagnostic Invisibility |
+-----------------------------+---------------------------------------------------------------------------+
| **Balanced Reciprocal** | Involves mutual exchange of chromosomal segments without any gain or loss |
| **Translocations** | of genomic material ($\log_2\text{ Ratio} = 0.00$; $\text{LRR} = 0.00$). |
+-----------------------------+---------------------------------------------------------------------------+
| **Balanced Inversions** | DNA segment is inverted 180° in orientation; total copy number is normal. |
+-----------------------------+---------------------------------------------------------------------------+
| **Robertsonian Trans-** | Fusion of acrocentric p-arms (containing non-essential rDNA); balanced. |
| **locations (Balanced)** | |
+-----------------------------+---------------------------------------------------------------------------+
| **Gene Relocations / Tandem**| Arrays identify gain of a segment but cannot determine its spatial |
| **vs. Insertional Position**| location (e.g., tandem duplication on chr 1 vs inserted into chr 12). |
+-----------------------------+---------------------------------------------------------------------------+
| **Low-Level Mosaicism** | Minor clonal sub-populations (<10% to 20% mutant cells) are submerged in |
| | background diploid signal noise. |
+-----------------------------+---------------------------------------------------------------------------+
| **Single-Nucleotide SNVs** | Point mutations (e.g., *CFTR* F508del, *BRAF* V600E) and tiny indels |
| **and Small Indels (<10 kb)**| are not detected unless directly interrogated by specific single-base SNPs|
+-----------------------------+---------------------------------------------------------------------------+
| **Trinucleotide Expansions**| Repetitive expansions (*FMR1*, *HTT*) do not alter copy number probes. |
+-----------------------------+---------------------------------------------------------------------------+
6. Microarray Quality Control Metrics & Clinical Troubleshooting
To guarantee diagnostic validity under CAP/CLIA regulations, laboratories analyze mathematical quality metrics before releasing clinical array data.
+---------------------------------------------------------------------------------------------------------+
| ARRAY QUALITY CONTROL BENCHMARKS |
+---------------------+-----------------------------------+-----------------------------------------------+
| QC Metric | Clinical Diagnostic Benchmark | Significance & Failure Root Cause |
+---------------------+-----------------------------------+-----------------------------------------------+
| **Derivative Log** | **DLRSpread < 0.20 to 0.30** | Measures probe-to-probe noise across adjacent |
| **Ratio Spread** | (Agilent aCGH platforms) | chromosomal features. Elevated by degraded |
| **(DLRSpread)** | | DNA, poor labeling, or uneven hybridization. |
+---------------------+-----------------------------------+-----------------------------------------------+
| **SNP Call Rate** | **> 98.5% to 99.0%** | Percentage of SNP features assigned a high- |
| | (Illumina / Affymetrix arrays) | confidence discrete genotype. Reduced by poor |
| | | DNA quality, low input mass, or inhibitors. |
+---------------------+-----------------------------------+-----------------------------------------------+
| **Specific** | **> 8.0 to 10.0 pmol dye / µg** | Measures fluorophore incorporation efficiency |
| **Activity** | for Cy5 and Cy3 | during random priming with Klenow fragment. |
+---------------------+-----------------------------------+-----------------------------------------------+
| **Signal-to-Noise** | **SNR > 10.0** | Ratio of mean feature foreground intensity to |
| **Ratio (SNR)** | for all scanning channels | surrounding background noise. |
+---------------------+-----------------------------------+-----------------------------------------------+
Systematic Array Troubleshooting Guide
| Visual / Analytical Anomaly | Root Cause | Corrective Action |
|---|---|---|
| Elevated DLRSpread ($>0.35$) / High Wave Noise | Degraded input genomic DNA; salt/solvent contamination; bubbles during hybridization | Verify DNA integrity via Agilent Bioanalyzer / TapeStation (DIN $>7.0$ required); re-purify DNA with silica columns; roll out bubbles during array chamber assembly. |
| Wavy Baseline Across Chromosomes (GC Wave) | Systematic labeling bias or hybridization artifact correlating with local genomic GC content | Apply bioinformatic GC-wave correction algorithms (LOESS / spline smoothing); ensure equal DNA input quantities for Cy5 and Cy3. |
| Severe Dye Bias / Unbalanced Channels | Unequal labeling efficiency between Cy5 and Cy3; Cy5 ozone degradation | Measure specific activity spectrophotometrically prior to pooling; protect Cy5 from ambient atmospheric ozone ($<5\text{ ppb}$) or use ozone-free enclosures. |
| Localized Donut / Ring Artifacts on Scan | Air bubble trapped under array gasket during 65°C incubation; dust on glass | Ensure hybridization rotator oven operates at correct RPM; handle slides in certified cleanroom / HEPA-filtered laminar flow hoods. |
| Low SNP Call Rate ($<95%$) | Inadequate genomic DNA input mass ($<200\text{ ng}$); incomplete single-base extension enzymology | Accurately quantify input DNA using fluorometry (Qubit dsDNA BR); verify reagent expiration dates on enzyme extension master mix. |
A clinical cytogenetics laboratory evaluates an infant with suspected Beckwith-Wiedemann syndrome using a genome-wide SNP microarray. Analysis of chromosome 11p15.5 demonstrates a normal Log R Ratio (LRR ~ 0.0) across the entire 15-megabase terminal region, but the B-Allele Frequency (BAF) plot reveals a complete absence of heterozygous markers (no 0.5 BAF track), displaying only homozygous 0.0 and 1.0 tracks. What genetic mechanism explains this finding, and why would standard two-color aCGH fail to detect it?
A pediatric patient with severe developmental delay and dysmorphic facial features is evaluated using a high-density oligonucleotide chromosomal microarray. The microarray report is returned as completely normal with no copy number variations detected. However, subsequent classical G-banded karyotyping reveals a de novo balanced reciprocal translocation between chromosomes 4 and 8: t(4;8)(q21;q24). Why was this structural chromosomal abnormality undetectable by chromosomal microarray?
A molecular technologist is analyzing two-color array Comparative Genomic Hybridization (aCGH) data for a patient suspected of having a contiguous gene syndrome. Across a 3-megabase region on chromosome 22q11.2, the software reports a consistent, normalized log2(Cy5/Cy3) ratio of +0.585. What does this quantitative value indicate regarding the patient's copy number status at this locus?