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predicted CD34+ leukapheresis yield

Compute Rosenbaum 2012 predicted daily CD34+ yield (×10^6 per kg) from pre-apheresis peripheral blood CD34+ cells/µL, processed blood volume, and recipient or patient weight, using that paper's adjusted collection efficiency of 30%.

LIVE $0.005 USDC GET /api/calc/pbsc_collection

Markdown: /docs/pbsc-collection.md · Canonical: https://magentlab.com/docs/pbsc-collection

Not a medical device. Not a diagnosis, dose, or listing recommendation.

What it computes

Compute Rosenbaum 2012 predicted daily CD34+ yield (×10^6 per kg) from pre-apheresis peripheral blood CD34+ cells/µL, processed blood volume, and recipient or patient weight, using that paper's adjusted collection efficiency of 30%.

When to use

When an agent needs the published Rosenbaum 2012 prediction and must not invent a collection-efficiency term, write an apheresis order, or run a collection.

When not to use

  • Not a medical device. magent does not run the collection, write an apheresis order, choose a machine protocol, or set a collection goal.
  • Uses only the Rosenbaum 2012 adjusted collection efficiency of 30%. Later papers that substitute a different constant are not this tool.
  • CD34, processed-volume, and weight clamps are fail-closed magent ranges (positive, clinically plausible). Rosenbaum 2012 does not print those input bands.
  • Not Kaplan plasma volume, Ganzoni iron deficit, CCI, or a plasma dose.

Formula

predicted_cd34_e6_per_kg = (peripheral_cd34_per_ul * 0.30 / weight_kg) * processed_volume_l

Citation

Title
Validation of a formula for predicting daily CD34+ cell collection by leukapheresis
Authors
Rosenbaum ER, O'Connell B, Cottler-Fox M
Source
Cytotherapy. 2012;14(4):461-466
DOI
10.3109/14653249.2011.652733

Worked example

40 CD34/µL, 15 L, 70 kg (clamp illustration, not a paper patient)

Given: peripheral_cd34_per_ul=40processed_volume_l=15weight_kg=70

  1. Rosenbaum 2012 prints the equation and a 30 L LVL cohort, not a numeric worked patient row. These inputs are clamps, not a paper patient.
  2. predicted_cd34_e6_per_kg = (40 * 0.30 / 70) * 15 = (12 / 70) * 15 = 2.571... → 2.57

Also searched as

  • predicted CD34+ leukapheresis yield
  • Rosenbaum CD34 collection
  • peripheral blood stem cell yield
  • CD34 cells per kg
  • leukapheresis yield
  • PBSC collection prediction
  • daily CD34 collection
  • predicted CD34 yield

Try

Opens the live endpoint. Unpaid browser requests show the paywall; agents should send Accept: application/json.

/api/calc/pbsc_collection?peripheral_cd34_per_ul=40&processed_volume_l=15&weight_kg=70

Full URL: https://api.magentlab.com/api/calc/pbsc_collection?peripheral_cd34_per_ul=40&processed_volume_l=15&weight_kg=70

Call

Expect HTTP 402 until you retry with PAYMENT-SIGNATURE. Incomplete query params return HTTP 400 before any quote or charge.

curl -i -H "Accept: application/json" "https://api.magentlab.com/api/calc/pbsc_collection?peripheral_cd34_per_ul=40&processed_volume_l=15&weight_kg=70"

Parameters

Name Type Required Description
peripheral_cd34_per_ul number required Pre-apheresis peripheral blood CD34+ cells per µL (0.1-1000, magent clamp). Rosenbaum 2012 uses this count with the printed 30% efficiency. magent does not assay CD34.
processed_volume_l number required Processed blood volume in liters (1-40, magent clamp). Rosenbaum 2012 validated 30 L large-volume leukapheresis and smaller non-LVL collections. magent does not set a processed volume.
weight_kg number optional Recipient or patient weight in kilograms. Provide weight_kg or weight_lb.
weight_lb number optional Recipient or patient weight in pounds. Converted as kg = lb * 0.45359237.

Bulk (POST)

POST the same path with a JSON items array. The first item is the GET unit; each additional item is $0.002. Invalid items return HTTP 400 before settlement.

POST /api/calc/pbsc_collection Max 25 unit_amount + extra_item_amount * (n - 1) extra $0.002 PREVIEW

  • 1 to 25 items. Each item uses the same keys as the GET query parameters.
  • POST of 1 item costs the same as GET. Lists longer than 25: chunk into multiple POSTs. Extra items still execute; do not pad dummy rows.
  • The first invalid item fails the whole request (index in the 400 JSON). You are not charged.
  • HTTP 200 is {count, path, items}. Each items[i] is the GET 200 body for that row.
  • Catalog misses (empty matches, found=false) stay paid 200s inside that slot.
  • x402 resource URL is this path plus n and body_sha256. Browsers that prefer text/html get the same paywall as GET; Pay retries POST with the same items.

Example request (fixture)

{
  "items": [
    {
      "peripheral_cd34_per_ul": "40",
      "processed_volume_l": "15",
      "weight_kg": "70"
    },
    {
      "peripheral_cd34_per_ul": "40",
      "processed_volume_l": "15",
      "weight_kg": "70"
    }
  ]
}

Open bulk paywall →

Opens a two-item fixture on the API host. Unpaid browsers get the same MetaMask paywall as GET; Pay retries POST with those items.

Example 200 (fixture)

{
  "count": 2,
  "path": "/api/calc/pbsc_collection",
  "items": [
    {
      "disclaimer": "Not a medical device. Deterministic published-formula or published-code output for autonomous agents. A licensed clinician remains responsible for patient care and billing submissions.",
      "citation": {
        "authors": "Rosenbaum ER, O'Connell B, Cottler-Fox M",
        "doi": "10.3109/14653249.2011.652733",
        "id": "rosenbaum-2012",
        "pmid": "22277012",
        "source": "Cytotherapy. 2012;14(4):461-466",
        "title": "Validation of a formula for predicting daily CD34+ cell collection by leukapheresis"
      },
      "formula": "rosenbaum_2012",
      "formula_expression": "predicted_cd34_e6_per_kg = (peripheral_cd34_per_ul * 0.30 / weight_kg) * processed_volume_l",
      "weight_kg": 70.0,
      "collection_efficiency": 0.3,
      "peripheral_cd34_per_ul": 40.0,
      "predicted_cd34_e6_per_kg": 2.57,
      "processed_volume_l": 15.0
    },
    {
      "disclaimer": "Not a medical device. Deterministic published-formula or published-code output for autonomous agents. A licensed clinician remains responsible for patient care and billing submissions.",
      "citation": {
        "authors": "Rosenbaum ER, O'Connell B, Cottler-Fox M",
        "doi": "10.3109/14653249.2011.652733",
        "id": "rosenbaum-2012",
        "pmid": "22277012",
        "source": "Cytotherapy. 2012;14(4):461-466",
        "title": "Validation of a formula for predicting daily CD34+ cell collection by leukapheresis"
      },
      "formula": "rosenbaum_2012",
      "formula_expression": "predicted_cd34_e6_per_kg = (peripheral_cd34_per_ul * 0.30 / weight_kg) * processed_volume_l",
      "weight_kg": 70.0,
      "collection_efficiency": 0.3,
      "peripheral_cd34_per_ul": 40.0,
      "predicted_cd34_e6_per_kg": 2.57,
      "processed_volume_l": 15.0
    }
  ]
}

Response

Field Type Description
formula string rosenbaum_2012
formula_expression string Exact Rosenbaum 2012 prediction expression
peripheral_cd34_per_ul number Pre-apheresis peripheral blood CD34+ cells/µL used
processed_volume_l number Processed blood volume in liters used
weight_kg number Normalized recipient or patient weight in kg
collection_efficiency number Rosenbaum 2012 adjusted collection efficiency (0.30)
predicted_cd34_e6_per_kg number Predicted CD34+ yield as ×10^6 cells/kg, 2 decimals
citation object Rosenbaum Cytotherapy 2012 citation
disclaimer string Not-a-device notice

Example JSON

Machine form of the same example. Frozen fixture. Not a live lookup.

{
  "disclaimer": "Not a medical device. Deterministic published-formula or published-code output for autonomous agents. A licensed clinician remains responsible for patient care and billing submissions.",
  "citation": {
    "authors": "Rosenbaum ER, O'Connell B, Cottler-Fox M",
    "doi": "10.3109/14653249.2011.652733",
    "id": "rosenbaum-2012",
    "pmid": "22277012",
    "source": "Cytotherapy. 2012;14(4):461-466",
    "title": "Validation of a formula for predicting daily CD34+ cell collection by leukapheresis"
  },
  "formula": "rosenbaum_2012",
  "formula_expression": "predicted_cd34_e6_per_kg = (peripheral_cd34_per_ul * 0.30 / weight_kg) * processed_volume_l",
  "weight_kg": 70.0,
  "collection_efficiency": 0.3,
  "peripheral_cd34_per_ul": 40.0,
  "predicted_cd34_e6_per_kg": 2.57,
  "processed_volume_l": 15.0
}

Client errors (HTTP 400)

Invalid params return 400 without charge. Shared HTTP 402 and 503 meanings: Payments.

HTTP Code When
400 invalid_pbsc_collection Rosenbaum 2012 CD34 yield inputs must match that paper's peripheral CD34 count, processed volume, collection-efficiency term, and recipient weight. Returned before settlement; you are not charged.
400 invalid_cd34_count peripheral_cd34_per_ul must be a positive number in the range printed for Rosenbaum 2012. Returned before settlement; you are not charged.
400 invalid_processed_volume processed_volume_l must be a positive number in the range used by Rosenbaum 2012. Returned before settlement; you are not charged.
400 invalid_weight weight_kg (1-500) or weight_lb (2-1100) is required Returned before settlement; you are not charged.
400 invalid_items POST body must be a JSON object with only an items array Returned before settlement; you are not charged.
400 invalid_item_count items must be an array of 1 to 25 objects Returned before settlement; you are not charged.
400 invalid_item each items entry must be a JSON object Returned before settlement; you are not charged.

Related tools

  • Kaplan plasma volume — Compute Kaplan 1990 estimated plasma volume for therapeutic plasma exchange from weight and hematocrit as a percent, returning one plasma volume in liters and milliliters.
  • Ganzoni iron deficit — Compute the Ganzoni 1970 iron deficit from weight, measured hemoglobin, a caller-supplied target hemoglobin, and depot iron stores.
  • CCI — Compute the conventional corrected count increment after platelet transfusion from pre and post platelet counts per µL, caller-supplied BSA, and dose in units of 10^11.
  • Plasma starting dose — Compute the BSH Green 2018 starting plasma volume from body weight: 15 mL/kg in the absence of major bleeding. Adult starting dose only.

Payment

Unpaid requests return HTTP 402 even if query parameters or POST items are missing or invalid, so CDP and agents can index the path. After a PAYMENT-SIGNATURE, invalid params return HTTP 400 JSON before settlement. magent does not charge. Fix the params, then request a new 402 quote for that complete URL. Catalog misses (empty matches, found=false) are valid paid 200s. Unpaid valid requests return HTTP 402 with a base64 PAYMENT-REQUIRED header. HTTP 503 is not a new quote: retry the same PAYMENT-SIGNATURE. Full handshake and shared payment errors: Payments. Stdio MCP: /docs/mcp.

Guarantees

  • HTTP 402 is unpaid, including a missing query. After PAYMENT-SIGNATURE, invalid parameters return HTTP 400 before settlement. You are not charged. HTTP 402 never includes the tool JSON.
  • exact: settlement finishes before the tool (paymentFlow upfront). batch-settlement: verify/deposit before the tool; chargedCumulativeAmount commits after HTTP 2xx. Uncertain or failed settlement fails closed (HTTP 503). Retry the same PAYMENT-SIGNATURE.
  • HTTP 402 is unpaid only. Do not sign a second authorization because of a 503.
  • Execution is timeout-bounded and concurrency-capped.
  • Calculator inputs are stored encrypted for allowlisted operators (Magent Console). They are not in public logs, SSH lookups, catalog, or rollups. Request logs store path without query.