Ranking · Unmet Need

Research Gap Index

Burden percentile minus research-activity percentile (publications, last 5 years) within the same scope. Positive values flag cancers with high mortality burden but comparatively little literature. Caveat (Phase 1): literature counts are query-based per entity (query stored on each row); they are not aggregated over descendants.

Computedci-research-gap-v1unit: percentile pointshigher = worseAll metrics

Rank	Δ	Cancer	Research Gap Index (percentile points)	Percentile	Confidence	Sources	Why #n?
1	=	Malignant Central Nervous System Neoplasm	+70.4	100	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 5705 formula percentile(mortality_count) − percentile(publications_5y) activity 298 burdenPercentile 74.1 activityPercentile 3.7 ranking row 2593586
2	=	Malignant Uterine Corpus Neoplasm	+44.4	96.3	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 3187 formula percentile(mortality_count) − percentile(publications_5y) activity 105 burdenPercentile 44.4 activityPercentile 0 ranking row 2593587
3	=	Multiple Myeloma	+22.3	92.6	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 5242 formula percentile(mortality_count) − percentile(publications_5y) activity 10244 burdenPercentile 70.4 activityPercentile 48.1 ranking row 2593588
4	=	Malignant Kidney Neoplasm	+18.6	88.9	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 4578 formula percentile(mortality_count) − percentile(publications_5y) activity 3700 burdenPercentile 59.3 activityPercentile 40.7 ranking row 2593589
5	=	Malignant Colon Neoplasm	+18.5	85.2	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 24318 formula percentile(mortality_count) − percentile(publications_5y) activity 18406 burdenPercentile 92.6 activityPercentile 74.1 ranking row 2593591
5	=	Non-Hodgkin Lymphoma	+18.5	85.2	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 10372 formula percentile(mortality_count) − percentile(publications_5y) activity 17190 burdenPercentile 81.5 activityPercentile 63 ranking row 2593590
7	=	Malignant Pancreatic Neoplasm	+11.1	77.8	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 15387 formula percentile(mortality_count) − percentile(publications_5y) activity 25767 burdenPercentile 88.9 activityPercentile 77.8 ranking row 2593592
8	=	Malignant Vaginal Neoplasm	+7.4	74.1	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 378 formula percentile(mortality_count) − percentile(publications_5y) activity 373 burdenPercentile 14.8 activityPercentile 7.4 ranking row 2593593
9	=	Malignant Vulvar Neoplasm	+7.4	70.4	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 794 formula percentile(mortality_count) − percentile(publications_5y) activity 870 burdenPercentile 25.9 activityPercentile 18.5 ranking row 2593594
10	=	Malignant Lung Neoplasm	+3.7	66.7	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 67509 formula percentile(mortality_count) − percentile(publications_5y) activity 93034 burdenPercentile 100 activityPercentile 96.3 ranking row 2593595
10	=	Malignant Ovarian Neoplasm	+3.7	66.7	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 14682 formula percentile(mortality_count) − percentile(publications_5y) activity 25793 burdenPercentile 85.2 activityPercentile 81.5 ranking row 2593596
12	=	Malignant Laryngeal Neoplasm	0	59.3	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 801 formula percentile(mortality_count) − percentile(publications_5y) activity 2031 burdenPercentile 29.6 activityPercentile 29.6 ranking row 2593597
13	=	Malignant Salivary Gland Neoplasm	-3.7	55.6	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 267 formula percentile(mortality_count) − percentile(publications_5y) activity 474 burdenPercentile 7.4 activityPercentile 11.1 ranking row 2593598
14	=	Malignant Breast Neoplasm	-3.7	51.9	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 41514 formula percentile(mortality_count) − percentile(publications_5y) activity 133010 burdenPercentile 96.3 activityPercentile 100 ranking row 2593599
14	=	Malignant Liver Neoplasm	-3.7	51.9	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 5036 formula percentile(mortality_count) − percentile(publications_5y) activity 17939 burdenPercentile 63 activityPercentile 66.7 ranking row 2593600
16	=	Cutaneous Melanoma	-7.4	44.4	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 2788 formula percentile(mortality_count) − percentile(publications_5y) activity 4407 burdenPercentile 37 activityPercentile 44.4 ranking row 2593601
17	=	Malignant Rectal Neoplasm	-7.5	40.7	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 3814 formula percentile(mortality_count) − percentile(publications_5y) activity 12506 burdenPercentile 48.1 activityPercentile 55.6 ranking row 2593602
18	=	Leukemia	-11.1	37	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 9523 formula percentile(mortality_count) − percentile(publications_5y) activity 31893 burdenPercentile 77.8 activityPercentile 88.9 ranking row 2593603
19	=	Malignant Esophageal Neoplasm	-11.2	33.3	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 2911 formula percentile(mortality_count) − percentile(publications_5y) activity 10921 burdenPercentile 40.7 activityPercentile 51.9 ranking row 2593604
20	=	Malignant Mesothelioma	-14.8	29.6	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 426 formula percentile(mortality_count) − percentile(publications_5y) activity 2145 burdenPercentile 18.5 activityPercentile 33.3 ranking row 2593605
21	=	Malignant Anal Neoplasm	-14.8	25.9	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 326 formula percentile(mortality_count) − percentile(publications_5y) activity 1291 burdenPercentile 11.1 activityPercentile 25.9 ranking row 2593606
22	=	Hodgkin Lymphoma	-14.8	22.2	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 601 formula percentile(mortality_count) − percentile(publications_5y) activity 2178 burdenPercentile 22.2 activityPercentile 37 ranking row 2593607
22	=	Malignant Hypopharyngeal Neoplasm	-14.8	22.2	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 70 formula percentile(mortality_count) − percentile(publications_5y) activity 581 burdenPercentile 0 activityPercentile 14.8 ranking row 2593608
24	=	Malignant Bladder Neoplasm	-14.8	14.8	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 4124 formula percentile(mortality_count) − percentile(publications_5y) activity 18250 burdenPercentile 55.6 activityPercentile 70.4 ranking row 2593609
25	=	Malignant Nasopharyngeal Neoplasm	-18.5	11.1	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 240 formula percentile(mortality_count) − percentile(publications_5y) activity 952 burdenPercentile 3.7 activityPercentile 22.2 ranking row 2593610
26	=	Malignant Gastric Neoplasm	-25.9	7.4	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 5065 formula percentile(mortality_count) − percentile(publications_5y) activity 34783 burdenPercentile 66.7 activityPercentile 92.6 ranking row 2593611
27	=	Malignant Thyroid Gland Neoplasm	-26	3.7	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 809 formula percentile(mortality_count) − percentile(publications_5y) activity 13792 burdenPercentile 33.3 activityPercentile 59.3 ranking row 2593612
28	=	Malignant Cervical Neoplasm	-33.3	0	Medium confidence	cdc-uscs pubmed cdc-wonder seer iarc-globocan	inputs deaths 3952 formula percentile(mortality_count) − percentile(publications_5y) activity 26673 burdenPercentile 51.9 activityPercentile 85.2 ranking row 2593613

Data updated 16 hours agoSource updated unknown28 eligible entities · inputs hash 4a999b8699ccfbd5c56258a8

Methodology

How this table was built

Formula: percentile(mortality_count) − percentile(publications_5y)
Version: ci-research-gap-v1
Scope: USA · Female · all ages · 2002 · top-level cancers
Scope key: geo=USA|sex=female|age=all|year=2002|level=top
Eligible entities: 28
Generated: Sep 29, 2026, 06:30 AM UTC
Inputs hash: 4a999b8699ccfbd5c56258a8
Sources: U.S. Cancer Statistics (USCS) — NPCR/SEER incidence and NVSS mortality pubmed cdc-wonder seer iarc-globocan
Aggregation: none

Eligibility

requires: mortality_count
publications_5y
entityLevel: top

Full methodology · ties share a rank (1, 2, 2, 4) · previous rank refers to the last snapshot of the same scope.

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