HDF5 smFRET format Draft 0.2 (WIP)

This documents describes the "Draft 0.2" of the HDF5-smFRET file format.

NOTE: This is currently a work-in-progress. Comments and suggestions are encouraged from all the interested parties.

Some points open for discussion

• Discuss which fields are optional and which are mandatory (sample and instrumentation info?)
• Discuss general layout: which groups (i.e. "folder") to create inside the file
• Discuss naming conventions (use short or long names?)

Metadata

An attribute of the root node must include a string with the name of the format (i.e. 'HDF5-smFRET' or something more descriptive) and a version of the format to preserve backward and forward compatibility.

##Data fields

Required fields in '/':

• timestamps_unit: (float) time in seconds of 1-unit increment in timestamps. Normally, timestamps are integers and the unit increment is determined by the acquisition electronics. However, timestamps can also be floats and express the time in seconds. In this case timestamps_unit will set to 1.
• number_confocal_spots: (integer) Normally it is 1 for single-spot measurements. In multi-spot measurements contains the number of excitation spots.
• ALEX: (boolean) if True the measurements uses alternated excitation.
• lifetime: (boolean) if True the data contains nanotimes from TCSPC hardware

OPEN QUESTION: How to handle the case of 2 laser excitation and only 1 laser alternation?

Required fields in '/' when ALEX

• alternation_period (integer or float): the duration of the excitation alternation using the same units as the timestamps. The alternation period in seconds is obtained by multiplying alternation_period by timestamps_unit. This field is present only for ALEX data.

Required fields in '/' when lifetime

• nanotimes_unit: (float) time in seconds of the TCSPC bin. Note that, as opposed to timestamps, nanotimes are required to be integers (the raw values provided by the TCSPC board).

Basic layout for "photon-data"

The "photon-data" is any piece of information specific of a photon. For example a timestamp, detector number or polarization are all photon-data.

All the photon-data is contained in a group named /photon_data. This group contains different arrays, one for each type of data. All the arrays in this group have the same length (or in general the same number of rows) equal to the number of photons in a measurement.

The arrays in this folder can only have a pre-defined set of names (corresponding to specific photon quantities). Any other photon-data that is not defined here can be saved as an array inside the user group (specifically '/photon_data/user/'). This requirement is needed to assure forward-compatibility of user-defined fields with future versions of this format.

Required Photon-data arrays

Timestamps and corresponding detectors:

• timestamps: (array int or float) contains all the recorded timestamps

Optional Photon-data arrays

• detectors: (array of integers) contains the detector number for each timestamp in timestamps. Each physical detector (for example donor and acceptor channels) needs to have a unique label (a positive integer including zero). For example, measurements of smFRET and polarization anisotropy with a single donor-acceptor pair have 4 detectors, and it needs 4 different labels.

NOTE: the detectors array is optional if and only if there is a single detector or one detector per spot.

• nanotime (array of int) contains the TCSPC nanotimes. This array is only required if /lifetime is True.

• particles: particle label (number) for each timestamp. This optional array is used when the data comes from a simulation that provides the particle information.

Photon-data "specs"

Arrays in the photon_data group can have additional associated information that is not "photon-data" (i.e. is not an array with one element per photon). This data is stored in a group with a _specs suffix.

Detectors "specs"

If there is data about which detectors is donor/acceptor and/or parallel/perpendicular polarization, we then the following arrays must be used:

• detectors_specs/donor: (array of ints) list of detectors for the donor channel. A standard smFRET measurement will have only one value. A smFRET with polarization (4 detectors) will have 2 values. For a multi-spot measurement it will contain the list of donor-channel detectors. The order matters.
• detectors_specs/acceptor: (array of ints) list of detectors for the acceptor channel. A standard smFRET measurement will have only one value. A smFRET with polarization (4 detectors) will have 2 values. For a multi-spot measurement it will contain the list of acceptor-channel detectors. The order matters.
• detectors_specs/polariz_paral (array of ints) list of detectors for the parallel polarization.
• detectors_specs/polariz_perp (array of ints) list of detectors for the perpendicular polarization.

Additional specs can be saved in detectors_specs/user/.

NOTE 1: If only a single spectral channels is acquired the detector(s) can be put in either detectors_donor or detectors_acceptor but not in both. These arrays may be omitted when not relevant.

NOTE 2: If no polarization information is acquired these fields should be empty, or they can be omitted.

Nanotime "specs"

When the nanotimes array is present it is required to provide also the following specs:

• tcspc_bin: (float) TCSPC bin-size in seconds. The same as /nanotime_unit.
• tcspc_nbins: (int) TCSPC number of bins.
• tcspc_range: (float) Full-scale range of the TCSPC hardware.

QUESTION 1 Should we keep both tcspc_bin and /nanotime_unit even though they contain the same number?

QUESTION 2 In principle tcspc_range is tcspc_bin*tcspc_nbins. It is redundant?

TENTATIVE ANSWER: In both cases we are talking of a single float. It may be just more convenient to have this minimal redundancy that will ease reading the data.

Optionally, if data comes from simulations it can contain the following specs:

• tau_accept_only: (float) Intrinsic Acceptor lifetime in seconds.
• tau_donor_only: (float) Intrinsic Donor lifetime.
• tau_fret_donor: (float) Donor lifetime in presence of Acceptor.
• tau_fret_trans: (float) FRET energy transfer lifetime. Inverse of the rate of DA -> DA.

Additional specs can be saved in nanotime_specs/user/.

Timestamps and detector: multi-spot layout (TO BE UPDATED)

In multi-spot measurements the basic layout can be used. However to reduce RAM requirements and speed-up the reading time it is convenient to store timestamps in different arrays, one for each spot.

In this case we have a group /timestamps that contains a series of arrays:

• ts_0, ts_1, ... ts_N (where N is the number of spots)

Each array contains all the timestamps (donor + acceptor) for the given spot.

The information about acquisition channel (i.e. donor or acceptor) for each timestamp is stored in a boolean mask for the acceptor channel (a timestamp is from the acceptor channel if the boolean is True). These boolean masks are a series of arrays in the group /acceptor_mask:

• A_mask_0, A_mask_1, ... A_mask_N (where N is the number of spots)

Like for the /timestamps group there is one array per excitation spot. Each array in /acceptor_mask is the boolean mask for the corresponding array in /timestamps (for A_mask_0 -> ts_0, etc...).

When using the "multi-spot layout" (that can be used in principle also for single-spot data) the following fields specific of the "basic layout" should not be present:

• timestamps_t
• detectors_t
• detectors_donor
• detectors_acceptor
• detectors_parallel_polarization
• detectors_perpendicular_polarization

Sample fields

The group /sample_parameters contains the following fields describing the sample:

• number_of_dyes: (int) number of different dyes present in the samples. For a standard single-pair FRET measurement the value is 2. For donor-only or acceptor-only measurements the value should be 1. Values larger than 2 are allowed but not currently covered in this document.
• donor_dye (string) name of the donor dye, or empty string if no donor dye is present.
• acceptor_dye (string) name of the acceptor dye, or empty string if no acceptor dye is present.
• buffer (string) free-form description of the sample buffer. For example 'TE50 + 1mM of TROLOX'.

Measurement setup fields

The group /setup_parameters contains the following fields describing the measurement setup:

• excitation_wavelength_donor: (float) excitation wavelength in S.I. units (meters) for the donor dye.
• excitation_wavelength_acceptor: (float) excitation wavelength in S.I. units (meters) for the acceptor dye.

Optional fields (they may not exist):

• excitation_power_donor (float) excitation power in S.I. units (W) for the donor dye.

• excitation_power_acceptor (float) excitation power in S.I. units (W) for the acceptor dye.

• detector_type (table): first column is the integer containing with the detector label. The second column is a 128-char string with detector name. For example 'MPD red-enhanced gen. 1'.

Additional fields

Any additional user-defined fields should be allowed. To make sure we can in the future use new names without conflicting with user-defined fields all the custom data should be contained in a specific group, named for example user_data.