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Fourier-transform ion cyclotron resonance

Fourier-transform ion cyclotron resonance (FT-ICR) is an advanced analytical technique that traps ions in a strong within a , where they undergo cyclotron motion at a inversely proportional to their (m/z); this motion is excited and detected as an image current over time, which is then converted via into a high-resolution spectrum. Developed in 1974 by Melvin B. Comisarow and Alan G. Marshall, FT-ICR MS revolutionized by enabling ultra-high resolving power (up to 10^6 or more) and mass accuracy better than 1 , far surpassing many other methods. The technique relies on non-destructive ion detection, allowing extended observation times that enhance linearly with strength, typically using superconducting magnets from 1 T to 21 T. The core principles of FT-ICR MS involve ion generation (often via soft ionization methods like , ESI), axial and radial trapping in the analyzer cell, broadband excitation with radiofrequency pulses, and signal processing to yield precise m/z values. This setup permits the analysis of complex mixtures by resolving isobaric ions and isotopic fine structures, with sensitivity down to attomole levels and the ability to handle high-mass biomolecules up to hundreds of kilodaltons. Key advantages include its exceptional dynamic range and compatibility with techniques such as electron capture dissociation (ECD) and sustained off-resonance irradiation (SORI-CID), which facilitate structural elucidation without fragmenting non-covalent interactions. FT-ICR MS has broad applications across chemistry, biology, and , particularly in proteomics, where it sequences large proteins and identifies post-translational modifications, and in metabolomics, enabling the detection of thousands of low-molecular-weight metabolites in biological fluids with sub-ppm accuracy. In , it probes non-covalent complexes, metal binding, and hydrogen-deuterium exchange to reveal protein conformations and interactions. Recent advancements have expanded its use to biomarker discovery in diseases like Alzheimer's and , food (e.g., whisky aging profiles), and environmental monitoring of dissolved in minute samples. By 2024, FT-ICR MS remains a cornerstone for high-fidelity molecular characterization, with ongoing innovations in instrumentation enhancing its throughput and accessibility.

Principles

Cyclotron Motion

In a uniform magnetic field \mathbf{B} directed along the z-axis, a charged ion with charge q and mass m experiences a Lorentz force \mathbf{F} = q (\mathbf{v} \times \mathbf{B}) that constrains its motion perpendicular to \mathbf{B} to a circular path known as cyclotron motion. This motion arises because the magnetic force provides the centripetal acceleration required for circular orbit, with the ion's velocity \mathbf{v} perpendicular to \mathbf{B}. The radius r of this orbit is given by r = mv / (qB), where v is the ion's speed. To derive the cyclotron frequency \nu_c, start from the Lorentz force equation in the plane perpendicular to \mathbf{B}. The angular frequency \omega_c satisfies m \omega_c^2 r = q v B, and since v = \omega_c r, substitution yields \omega_c = qB / m. The cyclotron frequency in hertz is then \nu_c = \omega_c / (2\pi) = qB / (2\pi m). This frequency is independent of the ion's velocity or orbit radius, depending only on its charge-to-mass ratio and the magnetic field strength, which forms the basis for mass determination in FT-ICR. In the used for FT-ICR, ion confinement requires both radial and axial control. The uniform induces the cyclotron motion radially, but a static electrostatic potential from endcap electrodes provides axial confinement along the z-axis, resulting in harmonic oscillation at \omega_z = \sqrt{(q V_0)/(m d^2)}, where V_0 is the trapping voltage and d is a geometric factor related to trap dimensions. Additionally, the crossed electric and magnetic fields induce a slower azimuthal drift called magnetron motion in the radial plane, with \omega_m \approx (q V_0)/(2 m d^2 B) \ll \omega_c, which rotates the ion's opposite to the cyclotron direction. Motion stability in the is influenced by several factors. Space charge effects from Coulombic interactions among ions cause frequency shifts and dephasing of the cyclotron motion, particularly for dense ion clouds, limiting and ; these shifts scale with ion and inversely with strength. For high-mass ions approaching relativistic speeds, corrections to \nu_c are needed, as the effective mass increases by the \gamma = 1 / \sqrt{1 - v^2/c^2}, though such effects are typically negligible below ~10% of light speed and can be accounted for using the Brown-Gabrielse invariance relation \omega_c^2 = \omega_+^2 + \omega_z^2 + \omega_-^2, where \omega_+ and \omega_- are the modified cyclotron and magnetron frequencies. For effective detection in FT-ICR, ions must form coherent packets after excitation, where they orbit in phase at their cyclotron frequency, inducing a measurable image current; coherence requires minimizing initial velocity spreads and collisions that cause dephasing over the acquisition time.

Fourier Transform Detection

In Fourier-transform ion cyclotron resonance (FT-ICR) mass spectrometry, detection is achieved through the measurement of image currents induced on the detection electrodes by coherently orbiting ion packets. These ions, trapped in a strong magnetic field, undergo cyclotron motion that generates a periodic displacement current on the electrodes opposite to the ion cloud's position, proportional to the total ion charge and independent of individual ion positions within the packet. The resulting signal is a coherent, time-varying voltage that encodes the collective cyclotron frequencies of the ions. The acquired signal is a transient in the , captured as a decaying oscillatory waveform following . Unlike time-of-flight analyzers, which measure arrival times, the FT-ICR transient represents the superposition of sinusoidal components at each 's frequency, with amplitude decaying due to from collisional interactions with background neutral gases and radial of the ion cloud caused by effects or thermal motion. Typical transient lengths range from hundreds of milliseconds to several seconds, depending on conditions and ion number, with lower pressures (e.g., <10^{-9} Torr) extending coherence for higher performance. To generate the mass spectrum, the digitized transient is processed using the discrete Fourier transform (DFT), which decomposes the time-domain signal into its frequency components. The DFT yields a complex frequency spectrum, from which the magnitude mode is typically computed to produce absorption and dispersion lineshapes; the magnitude spectrum combines these for symmetric peaks. This transformation reveals peaks at the cyclotron frequencies corresponding to each m/z value present in the ion population. The observed cyclotron frequency \nu_c is converted to mass-to-charge ratio via the relation \frac{m}{z} = \frac{B}{2\pi \nu_c}, where B is the magnetic field strength in tesla and \nu_c is in hertz (assuming singly charged ions with elementary charge; for multiply charged ions, z scales accordingly). Calibration is essential and often performed using internal reference ions to correct for systematic errors such as magnetic field inhomogeneities, relativistic mass increases at high frequencies, or chemical shifts in ion-neutral interactions, achieving mass accuracies below 1 ppm. Mass resolving power R = m / \Delta m is fundamentally limited by the transient acquisition time t, approximated as R \approx \nu_c t, where \Delta m corresponds to the full width at half maximum of the frequency peak (typically \Delta \nu_c \approx 0.9 / t). Longer transients enable higher resolution, with values exceeding 1,000,000 routinely achieved at 7 T fields over 4-second acquisitions, though practical limits arise from damping. Spectral artifacts, including harmonics (peaks at integer multiples of \nu_c) from non-sinusoidal ion motion or detection nonlinearities and sidebands (symmetric peaks offset from the true frequency) due to ion cloud dephasing or space charge, can complicate interpretation. Mitigation involves apodization (e.g., Hanning or Blackman window functions) to suppress sidelobes at the cost of slight resolution broadening, zero-filling for finer frequency sampling, phase correction algorithms to align transient phases, and optimized excitation schemes to reduce initial dephasing. These techniques enhance dynamic range and accuracy, particularly for complex mixtures.

History

Early Developments

The foundational demonstration of ion cyclotron resonance occurred in 1949, when J. A. Hipple, H. Sommer, and H. A. Thomas at the National Bureau of Standards measured the Faraday constant using a device that detected resonance absorption via a marginal oscillator circuit. This apparatus, often referred to as the , applied a static magnetic field and a radio-frequency oscillating electric field to ions, observing power absorption at the cyclotron frequency to determine ion masses with precision. The method relied on continuous ion generation and detection, establishing the core principle of cyclotron motion for mass analysis. In the 1960s, advancements by J. A. Hipple and collaborators, along with groups at Harvard and other institutions, refined these techniques for broader mass spectrometric applications, particularly through frequency-swept resonance methods. These approaches involved linearly varying the excitation frequency across a range while monitoring absorption signals, enabling the identification of multiple ion species in gaseous samples and facilitating studies of ion-molecule reactions at low pressures. Instruments like the Varian V-5900 ICR spectrometer, introduced around 1967, incorporated marginal oscillator or bridge detectors to sweep frequencies and record mass spectra, achieving resolutions up to several hundred but limited by instrumental scan speeds. Parallel developments in ion trapping emerged in the 1950s and 1960s, pioneered by Hans G. Dehmelt, who introduced trapped-ion cells combining electrostatic quadrupolar fields with uniform magnetic fields—later known as —to confine charged particles for extended periods without continuous ion injection. Dehmelt's early work on electron storage in 1955 evolved to ions by the early 1960s, allowing precise radiofrequency spectroscopy of individual or few-particle ensembles by isolating cyclotron motion from axial drift. These traps provided a stable platform for resonance experiments, influencing subsequent ICR designs by enabling longer observation times and reduced collisional damping. By the early 1970s, conventional ICR methods faced significant limitations, including low mass resolution (typically below 1,000) due to slow frequency sweep rates that caused transient effects and pressure-dependent line broadening from ion-neutral collisions, which were necessary for sufficient ion densities but degraded signal clarity. These issues restricted applications to relatively simple mixtures and prompted innovations in ion storage. A key advancement came in 1970 with R. T. McIver Jr.'s design of a trapped-ion analyzer cell for ICR spectroscopy, which separated ionization, excitation, and detection temporally to minimize collision effects and improve signal-to-noise ratios. McIver's cell, featuring endcap electrodes for axial trapping, enabled pulsed operation and higher resolution measurements, laying groundwork for later enhancements like to overcome scan-rate constraints.

Key Milestones

Fourier-transform ion cyclotron resonance (FT-ICR) mass spectrometry was invented in 1973 by Melvin B. Comisarow and Alan G. Marshall at the University of British Columbia, who conceived the method by analogy to Fourier transform nuclear magnetic resonance spectroscopy, enabling the use of time-domain ion transients for frequency analysis to determine mass-to-charge ratios. In 1974, Comisarow and Marshall published the first FT-ICR mass spectrum, obtained by broadband pulsed excitation of ions in a trapped-ion cell within a magnetic field, followed by Fourier transformation of the detected image current transient to yield a broadband spectrum in a single acquisition. During the 1980s, key advancements included the introduction of external ion sources to decouple ionization from the high-vacuum ICR cell, enhancing compatibility with diverse sample types; a notable example was the 1990 coupling of electrospray ionization (ESI) to FT-ICR by K. D. Henry, E. R. Williams, and F. W. McLafferty, which enabled analysis of large biomolecules by producing multiply charged ions for lower m/z detection. Higher magnetic field strengths, reaching up to 7 T with superconducting magnets, also improved resolution and sensitivity during this decade. In the 1990s, the stored waveform inverse Fourier transform (SWIFT) technique, first described by Marshall and colleagues in 1987 and refined for ion isolation, was advanced for selective excitation and ejection of specific ions, allowing precise precursor selection for tandem mass spectrometry experiments. Alan G. Marshall's contributions to FT-ICR were recognized with prestigious awards, including the 1999 Distinguished Contribution in Mass Spectrometry Award from the American Society for Mass Spectrometry and the 2000 Thomson Medal from the International Mass Spectrometry Foundation. Marshall passed away on June 6, 2025. Commercialization began in the late 1970s with early systems from Nicolet, followed by widespread adoption in the 1980s through instruments from Finnigan (now ) and Bruker, which integrated FT-ICR into routine laboratory use for high-resolution analysis.

Instrumentation

Core Components

The core components of a Fourier-transform ion cyclotron resonance (FT-ICR) mass spectrometer form the foundational hardware infrastructure, enabling the precise trapping, manipulation, and detection of ions in a strong magnetic field. At the heart of the system is a superconducting magnet, which generates the homogeneous magnetic field essential for inducing cyclotron motion in ions. Ions are introduced via specialized sources and interfaces, transported through ion optics, and injected into the analyzer region under ultra-high vacuum conditions to minimize collisions and ensure high-resolution performance. The overall setup requires careful integration of cryogenic cooling, vacuum pumping, and safety mechanisms to maintain operational stability. Superconducting magnets in FT-ICR systems typically operate at field strengths ranging from 1 T to 21 T, with higher fields enabling improved mass resolution and sensitivity through enhanced cyclotron frequencies and reduced relativistic effects. These magnets are cryogenically cooled to temperatures around 4.2 K or lower (e.g., 2.17 K in advanced designs) using liquid helium or closed-cycle cryocoolers to achieve and sustain superconductivity. Field homogeneity is critical, with requirements of less than 5 ppm over a 60 mm diameter by 100 mm long cylindrical volume encompassing the ion trapping region, often improved to under 1 ppm axially via shimming for optimal ion coherence. Ions are confined within an ICR cell positioned in this homogeneous magnetic field region. The ultra-high vacuum environment is vital to reduce ion-neutral collisions, which can dampen ion motion and degrade resolution; base pressures below 10^{-10} Torr are standard in the analyzer region. Cryopumps, often integrated into the cryogenic magnet bore at 4.2 K, provide high pumping speeds exceeding 10^5 L/s by cryopumping gases onto cold surfaces, eliminating the need for large mechanical pumps near the analyzer. Ion getter pumps, such as titanium sublimation pumps, supplement cryopumping in some configurations to maintain these low pressures during ion injection and detection. Ion sources and interfaces facilitate the generation and initial handling of ions before transfer to the high-field region. Common types include electrospray ionization (ESI) for biomolecular analysis, matrix-assisted laser desorption/ionization (MALDI) for imaging applications, and electron ionization (EI) for volatile compounds. External accumulation in multipole ion traps, such as linear quadrupoles or octupoles, is widely employed to collect and cool ions from low-duty-cycle sources like ESI or MALDI, increasing signal intensity by factors of 10-100 before pulsed injection into the analyzer. These traps operate at intermediate pressures (around 10^{-3} Torr) and are differentially pumped to preserve the ultra-high vacuum in the magnet bore. The overall system layout integrates these elements through a series of differentially pumped stages: ions generated at atmospheric or near-atmospheric pressure are transported via ion optics—comprising electrostatic lenses, quadrupole ion guides, and multipole accumulators—to the ICR cell within the magnet's bore. Timing sequences coordinate operations, including ion filling (milliseconds to seconds), trapping via electrostatic potentials, and subsequent excitation and detection phases lasting up to several seconds for high resolution. Operational safety focuses on managing cryogenic hazards, as superconducting magnets consume significant liquid helium (up to 1500 L in the lower reservoir) with typical boil-off rates of 5 L/day in non-cryogen-free systems. Quench protection systems, including burst disks and vent lines, are essential to safely expel vaporized helium during a sudden loss of superconductivity, preventing pressure buildup or asphyxiation risks in enclosed spaces. Advanced designs incorporate active refrigeration to minimize helium loss and routine monitoring of cryocooler performance.

ICR Cells

ICR cells in Fourier-transform ion cyclotron resonance (FT-ICR) mass spectrometry are based on the Penning trap principle, which confines ions in three dimensions using a combination of a strong homogeneous magnetic field for radial (cyclotron) motion and electrostatic potentials applied to trapping electrodes for axial confinement. The magnetic field, typically provided by a superconducting magnet, induces cyclotron orbits perpendicular to the field lines, while the electric field from the trapping plates prevents axial escape, enabling stable ion storage for milliseconds to seconds. This setup allows for the observation of ion motion frequencies proportional to their mass-to-charge ratio, fundamental to FT-ICR detection. Early ICR cell designs favored cubic geometries for their symmetry and simplicity, featuring six flat electrode plates arranged in a cube with typical side lengths of 2-5 cm. In these cells, opposite pairs of plates serve as trapping electrodes (end caps with DC voltages, often 1-10 V), excitation electrodes (for radiofrequency pulses to increase ion orbit radii), and detection electrodes (to measure induced image currents). Cylindrical cells, introduced in the mid-1980s to better match the geometry of superconducting magnets, consist of two end-cap electrodes and two or four side rings, with radii around 1-2 cm and lengths of 2-5 cm, offering improved ion injection efficiency through open ends. Hyperbolic electrode geometries, derived from ideal quadrupole potential theory, provide the most harmonic electric fields for optimal ion confinement, with characteristic dimensions where the radial distance equals 1.16 times the axial half-length (e.g., r_0 ≈ 2.5 cm, z_0 ≈ 2.15 cm), minimizing perturbations to cyclotron motion. Space charge effects, arising from Coulombic repulsions among trapped ions, limit the capacity of ICR cells and cause frequency shifts that degrade mass accuracy and resolution.85001-5) These shifts are approximately linear with ion number density, typically reducing cyclotron frequencies by 0.1-1 ppm per 10^5 ions, necessitating calibration for precise measurements. Maximum ion capacities range from 10^6 to 10^8 charges, depending on cell volume, magnetic field strength (higher fields tolerate more ions), and trapping voltage; for example, hyperbolic cells can hold up to 10^7 ions at 10 V without severe dephasing. Beyond these limits, ion clouds expand, leading to "comet tail" distortions in the frequency domain and reduced signal-to-noise ratios. Cell designs have evolved from closed cubic and cylindrical traps to open-ended "infinity" cells to enhance performance, particularly for high-capacity applications. Introduced in 1991, infinity cells feature radiofrequency-modulated trapping electrodes that extend axially, reducing end effects and allowing larger ion populations (up to 10 times more than closed cells) while improving axial ejection efficiency and mass resolution by minimizing electric field anharmonicities. This evolution has enabled FT-ICR systems to achieve resolving powers exceeding 10^6 in routine operation, with infinity and dynamically harmonized variants becoming standard for complex mixture analysis.

Excitation and Detection Methods

In Fourier-transform ion cyclotron resonance (FT-ICR) mass spectrometry, excitation methods coherently increase the cyclotron radius of trapped ions to enhance detectable signals. Broadband excitation typically employs a frequency-sweep, or chirp, waveform applied across the desired mass-to-charge (m/z) range, sweeping from high to low frequencies at rates of approximately 100–200 Hz/μs to simultaneously excite all ions regardless of their individual cyclotron frequencies. This approach, introduced in early FT-ICR experiments, allows ions to gain kinetic energy proportional to their excitation duration, typically reaching radii on the order of millimeters within the ICR cell. For selective excitation and ion isolation, the stored-waveform inverse Fourier transform (SWIFT) method generates tailored time-domain waveforms by performing an inverse Fourier transform on a frequency-domain spectrum with notches corresponding to undesired m/z values. Applied via the cell's excitation electrodes, SWIFT enables precise control, such as isolating specific ion packets for while suppressing others, with excitation amplitudes up to several volts to achieve targeted energy deposition. This technique has become widely adopted for its flexibility in complex mixture analysis. Detection in FT-ICR relies on the image current induced by coherently orbiting ions on opposed detection plates within the ICR cell. As ions cyclotron-orbit, they generate a differential alternating current (AC) signal at their cyclotron frequency, typically amplified by a low-noise preamplifier with gains exceeding 10^5 V/A to capture the femtogram-level currents. The transient signal is then recorded as a time-domain waveform for durations up to several seconds, depending on ion coherence, using high-speed analog-to-digital converters sampling at rates of 1–4 MHz. During detection, ions undergo phase accumulation, where their coherent orbital motion builds the signal intensity, but coherence time is limited by damping mechanisms such as ion-neutral collisions, which exponentially decay the signal amplitude with a rate constant proportional to background pressure (often <10^{-9} Torr for optimal performance). Collisional damping reduces signal-to-noise ratio (S/N) by shortening effective acquisition times, with S/N scaling as the square root of coherence duration; at ultra-low pressures, coherence times can exceed 100 seconds, enabling resolving powers >10^6. Advanced techniques extend these capabilities, including multiple excitation segments where sequential chirp or pulses are applied with intervening delays to incrementally increase ion radii while minimizing radial ejection, achieving higher energies for fragmentation without loss of . Dynamic modulates the axial trapping potential during excitation and detection to counteract ion cloud , preserving ion number and signal intensity over extended acquisitions by adiabatically adjusting voltages on trapping electrodes. These methods, often combined, improve overall and resolution in demanding applications like petroleomics.

Applications

High-Resolution Mass Spectrometry

Fourier-transform ion cyclotron resonance (FT-ICR) excels in high-resolution applications due to its ability to achieve ultra-high s exceeding 1,000,000 at m/z 400, allowing for the separation of closely spaced isotopic peaks and unambiguous molecular assignments in complex mixtures. This stems from the acquisition of long transient signals, which directly enhance the frequency resolution in the process. Coupled with mass accuracies below 1 when using internal standards, FT-ICR enables precise exact mass measurements essential for identifying unknown compounds without prior separation. These capabilities make FT-ICR a cornerstone for analyzing samples where isobaric interferences obscure structural details. In proteomics, FT-ICR supports top-down sequencing of intact proteins up to 100 kDa by providing the resolution needed to resolve proteoforms differing by single substitutions or post-translational modifications. This approach allows for comprehensive characterization of protein isoforms in biological samples, facilitating insights into disease mechanisms and therapeutic targets through direct fragmentation and sequencing of whole molecules. Petroleomics leverages FT-ICR's high to dissect the molecular of crude oil, resolving thousands of distinct within a single spectrum and enabling the classification of hydrocarbons, heteroatomic compounds, and their distributions across ranges. Such analyses reveal the chemical diversity underlying oil properties and refining challenges, with applications in fingerprinting and process optimization. To address the complexity of biological and environmental samples, FT-ICR is often coupled with liquid chromatography (LC-FT-ICR), which enhances throughput by prefractionating analytes prior to mass analysis, thereby reducing ion suppression and improving detection limits for low-abundance species. This hyphenated technique has proven vital for high-throughput profiling in and discovery, where separation ensures the identification of trace components amid matrix interferences.

Advanced Analytical Techniques

Fourier-transform ion cyclotron resonance (FT-ICR) excels in advanced analytical techniques that leverage its ultrahigh mass resolution and precision for structural characterization beyond simple mass determination. These methods include (MS/MS) approaches performed within the ICR cell, which facilitate sequential fragmentation stages (MS^n) to probe molecular architectures. The high inherent resolution of FT-ICR, often exceeding , enables the separation and analysis of fragment ions differing by less than , supporting in-depth structural elucidation. In tandem MS^n experiments, () accelerates ions against a target gas to induce vibrational energy transfer, leading to bond cleavages that reveal or connectivity. Electron transfer dissociation (ETD) complements by transferring electrons from reagent anions to multiply charged cations, generating radical intermediates that preferentially break N-Cα bonds in while preserving labile modifications like . multiple photon dissociation (IRMPD), involving absorption of multiple photons from a , provides controlled activation for larger biomolecules, yielding extensive sequence coverage in proteins up to 30 kDa without excessive deposition. These in-cell activations allow multiple fragmentation stages, as demonstrated in the structural analysis of post-translationally modified where MS^3 spectra distinguished sites with >95% sequence coverage. Action spectroscopy in FT-ICR utilizes or UV to differentiate isomers by monitoring dissociation yields as a function of , providing vibrational or signatures. action spectra, recorded via IRMPD efficiency, distinguish conformers or stereoisomers through characteristic absorption bands, such as C=O stretches around 1700 cm⁻¹ for peptides. UV (UVPD) at 193 nm or 266 nm excites transitions, enabling differentiation of double-bond isomers in or , as shown in the resolution of dihydroxylated D3 epimers where UVPD spectra revealed distinct fragmentation patterns at m/z 365 and 347. For spatial molecular mapping, matrix-assisted laser desorption/ionization (MALDI) coupled with FT-ICR enables high-resolution imaging mass spectrometry (IMS) of tissue sections, achieving spatial resolutions down to 50 μm. In MALDI-FT-ICR IMS, analytes are desorbed from a matrix-coated sample and analyzed in the ICR cell, producing ion maps that correlate molecular distributions with histology, such as lipid gradients in ovarian tissues exposed to platinum-based chemotherapeutics. This technique has mapped metabolites in brain sections, identifying regional variations in glycerophospholipids with mass accuracies <1 ppm, aiding in disease biomarker discovery. Hydrogen/deuterium exchange (HDX) measured by FT-ICR probes protein dynamics by tracking the exchange of backbone amide hydrogens with in solution, followed by rapid quenching and analysis. The high distinguishes deuterated isotopologues, quantifying protection factors that indicate solvent accessibility and hydrogen bonding in folded states, as in studies of where exchange rates revealed millisecond dynamics in loop regions. FT-ICR's accuracy enables detection of single deuterium incorporations in peptides as short as 5 residues, providing insights into conformational changes during binding. Data-independent acquisition (DIA) modes in FT-ICR, often implemented via two-dimensional (2D) FT-ICR , fragment all ions within a broad m/z window without precursor selection, generating comprehensive fragment maps for complex mixtures. In 2D FT-ICR DIA, correlated precursor-product ion signals are resolved in a second dimension, deconvoluting overlaps in proteomes or metabolomes. This approach enhances coverage of low-abundance species in environmental samples.

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