Research Methods
Method

Actogram generation and interpretation

An actogram plots successive days of activity in stacked rows so circadian researchers can read activity onset, period, entrainment, and rhythm stability at a glance. Single-plotted shows one 24 h day per row; double-plotted shows 48 h per row and is the standard for spotting free-running drift.

3
protocol roles
4
control fields
4
reporting items

What this method is

An actogram is the standard visualization of circadian biology. Time of day runs along the x-axis, successive days stack down the y-axis, and activity is drawn as bar height or color intensity. For a nocturnal rodent the active band sits in the dark phase, and its shape over days reveals the clock.

A single-plotted actogram shows one 24 h period per row. A double-plotted actogram repeats each day so every row spans 48 h, which makes a period different from 24 h appear as a diagonal drift and makes phase shifts and free-running rhythms far easier to see. Double-plotting is the convention in rodent circadian work.

The plot is only as good as the activity series behind it. Bin a continuous activity measure (distance traveled per minute from video, wheel revolutions, or beam breaks) into 1, 5, or 10 minute bins, arrange the bins into a day-by-time matrix, annotate the light-dark schedule, and mark detected onsets.

  1. 01
    Endpoint

    Start with the measured outcome

  2. 02
    Training role

    Separate training from testing

  3. 03
    Workload

    Define the exercise dose

  4. 04
    Apparatus

    Match equipment to the protocol

  5. 05
    Reporting

    Make replication fields visible

1
Endpoint

Start with the measured outcome

Decide whether the study is measuring adaptation, capacity, fatigue, metabolism, tissue response, recovery, or a downstream behavioral endpoint. The endpoint determines whether exercise is the intervention, the assessment, or both.

2
Training role

Separate training from testing

Training sessions deliver a repeated workload. Capacity, fatigue, exhaustion, or VO2peak sessions measure performance limits. Treating those roles as interchangeable makes the method harder to interpret.

3
Workload

Define the exercise dose

Record speed, incline, duration, frequency, progression rule, rest days, recovery timing, and total distance when relevant. The method name is not enough to reproduce the exposure.

4
Apparatus

Match equipment to the protocol

Treadmill lanes, belt calibration, incline range, cue method, metabolic integration, and tracking options all change what the method can support.

5
Reporting

Make replication fields visible

Report acclimation, animal factors, cue policy, completion rules, exclusions, stop criteria, and endpoint timing so another lab can reproduce the dose and judge interpretation limits.

How the protocol families differ

These are different method roles. Pick the row that matches the scientific question before setting speed, incline, duration, or endpoint timing.

Single-plotted actogram

Purpose
Compact view of one day per row.
Typical use
Quick screening of entrained activity under a light-dark cycle.
Watch for
Free-running drift is hard to see across the row break.

Double-plotted actogram

Purpose
Two days per row to expose rhythm shifts.
Typical use
Free-running period, jet-lag, and phase-shift studies.
Watch for
Each day appears twice; do not double-count activity.

Light-dark annotated actogram

Purpose
Overlay white/black bars for the lighting schedule.
Typical use
Showing entrainment relative to lights-off.
Watch for
Keep the bar definition (ZT0/ZT12) explicit.

Apparatus and settings that change the method

The same method label can describe very different experimental exposures. These settings should be visible before protocol selection.

Activity source

Video distance/min, wheel revolutions, infrared beam breaks, or telemetry.

Bin size

1, 5, or 10 min bins; smaller bins show detail, larger bins smooth noise.

Plot mode

Single (24 h/row) or double (48 h/row) plotting.

Lighting annotation

LD, DD, or LL bars and the ZT/CT reference.

Decision summary

Build a double-plotted, light-dark-annotated actogram whenever you need to see circadian phase, period, and stability rather than a single summary number. It is the visual companion to the numeric endpoints (onset, period, amplitude) and the first thing to inspect before trusting any periodogram.

AxesTime of day on x, successive days stacked on y.
Plot modeSingle (24 h/row) or double (48 h/row).
Activity encodingBar height or color intensity per bin.
AnnotationLight-dark bars and detected onset markers.

Use when

  • You need to see activity onset, free-running drift, or a phase shift directly.
  • You are screening entrainment to a light-dark cycle or a jet-lag protocol.
  • You want to sanity-check a periodogram or cosinor fit against the raw pattern.

Do not use when

  • You only need a single scalar endpoint for statistics (use the periodogram or nonparametric indices).
  • The record is too short (a few days) to show day-to-day structure.

Reporting and interpretation checks

Use this section as the methods-record audit: caveats explain what can distort interpretation, and checklist fields make the workload reproducible.

Caveats
  • Bin size changes the visual texture; keep it fixed across animals being compared.
  • Masking by light can make onset look sharper than the underlying clock.
  • A double-plotted actogram repeats each day, which can confuse activity totals.
  • Actograms are qualitative; pair them with numeric endpoints for statistics.
Reporting checklist
  • Single vs double-plotted and the time reference (ZT or CT).
  • Activity measure and bin size.
  • Lighting schedule and how light-dark bars are defined.
  • Onset-detection rule if onsets are marked.