Skip to content
CancerIndex

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

Top 15 by Research Gap IndexMalignant Central Nervous Sys…+66.7Malignant Uterine Corpus Neop…+36.7Malignant Colon Neoplasm+23.4Malignant Kidney Neoplasm+16.7Malignant Esophageal Neoplasm+13.4Non-Hodgkin Lymphoma+13.4Malignant Liver Neoplasm+13.3Malignant Pancreatic Neoplasm+13.3Malignant Laryngeal Neoplasm+6.7Multiple Myeloma+6.7Malignant Salivary Gland Neop…+6.7Malignant Vulvar Neoplasm+6.6Malignant Vaginal Neoplasm+3.3Malignant Bladder Neoplasm+3.3Malignant Lung Neoplasm+3.3
RankΔCancerResearch Gap Index (percentile points)PercentileConfidenceSourcesWhy #n?
1=Malignant Central Nervous System Neoplasm+66.7100Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
14491
formula
percentile(mortality_count) − percentile(publications_5y)
activity
298
burdenPercentile
70
activityPercentile
3.3

ranking row 2598650

2=Malignant Uterine Corpus Neoplasm+36.796.7Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
3714
formula
percentile(mortality_count) − percentile(publications_5y)
activity
105
burdenPercentile
36.7
activityPercentile
0

ranking row 2598651

3=Malignant Colon Neoplasm+23.493.3Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
42181
formula
percentile(mortality_count) − percentile(publications_5y)
activity
18406
burdenPercentile
96.7
activityPercentile
73.3

ranking row 2598652

4=Malignant Kidney Neoplasm+16.790Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
13559
formula
percentile(mortality_count) − percentile(publications_5y)
activity
3700
burdenPercentile
60
activityPercentile
43.3

ranking row 2598653

5=Malignant Esophageal Neoplasm+13.486.7Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
14446
formula
percentile(mortality_count) − percentile(publications_5y)
activity
10921
burdenPercentile
66.7
activityPercentile
53.3

ranking row 2598654

5=Non-Hodgkin Lymphoma+13.486.7Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
20317
formula
percentile(mortality_count) − percentile(publications_5y)
activity
17190
burdenPercentile
76.7
activityPercentile
63.3

ranking row 2598655

7=Malignant Liver Neoplasm+13.380Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
21608
formula
percentile(mortality_count) − percentile(publications_5y)
activity
17939
burdenPercentile
80
activityPercentile
66.7

ranking row 2598657

7=Malignant Pancreatic Neoplasm+13.380Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
37344
formula
percentile(mortality_count) − percentile(publications_5y)
activity
25767
burdenPercentile
90
activityPercentile
76.7

ranking row 2598656

9=Malignant Laryngeal Neoplasm+6.773.3Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
3732
formula
percentile(mortality_count) − percentile(publications_5y)
activity
2031
burdenPercentile
40
activityPercentile
33.3

ranking row 2598659

9=Multiple Myeloma+6.773.3Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
11411
formula
percentile(mortality_count) − percentile(publications_5y)
activity
10244
burdenPercentile
56.7
activityPercentile
50

ranking row 2598658

11=Malignant Salivary Gland Neoplasm+6.766.7Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
820
formula
percentile(mortality_count) − percentile(publications_5y)
activity
474
burdenPercentile
16.7
activityPercentile
10

ranking row 2598660

12=Malignant Vulvar Neoplasm+6.663.3Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
1022
formula
percentile(mortality_count) − percentile(publications_5y)
activity
870
burdenPercentile
23.3
activityPercentile
16.7

ranking row 2598661

13=Malignant Vaginal Neoplasm+3.360Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
428
formula
percentile(mortality_count) − percentile(publications_5y)
activity
373
burdenPercentile
10
activityPercentile
6.7

ranking row 2598662

14=Malignant Bladder Neoplasm+3.356.7Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
15014
formula
percentile(mortality_count) − percentile(publications_5y)
activity
18250
burdenPercentile
73.3
activityPercentile
70

ranking row 2598664

14=Malignant Lung Neoplasm+3.356.7Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
156953
formula
percentile(mortality_count) − percentile(publications_5y)
activity
93034
burdenPercentile
100
activityPercentile
96.7

ranking row 2598663

16=Cutaneous Melanoma050Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
9128
formula
percentile(mortality_count) − percentile(publications_5y)
activity
4407
burdenPercentile
46.7
activityPercentile
46.7

ranking row 2598665

17=Leukemia-3.446.7Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
23194
formula
percentile(mortality_count) − percentile(publications_5y)
activity
31893
burdenPercentile
83.3
activityPercentile
86.7

ranking row 2598666

17=Malignant Mesothelioma-3.446.7Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
2651
formula
percentile(mortality_count) − percentile(publications_5y)
activity
2145
burdenPercentile
33.3
activityPercentile
36.7

ranking row 2598667

19=Malignant Prostate Neoplasm-6.640Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
27970
formula
percentile(mortality_count) − percentile(publications_5y)
activity
52116
burdenPercentile
86.7
activityPercentile
93.3

ranking row 2598668

20=Malignant Anal Neoplasm-6.736.7Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
863
formula
percentile(mortality_count) − percentile(publications_5y)
activity
1291
burdenPercentile
20
activityPercentile
26.7

ranking row 2598670

20=Malignant Nasopharyngeal Neoplasm-6.736.7Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
630
formula
percentile(mortality_count) − percentile(publications_5y)
activity
952
burdenPercentile
13.3
activityPercentile
20

ranking row 2598669

22=Malignant Breast Neoplasm-6.730Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
41374
formula
percentile(mortality_count) − percentile(publications_5y)
activity
133010
burdenPercentile
93.3
activityPercentile
100

ranking row 2598671

22=Malignant Rectal Neoplasm-6.730Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
9602
formula
percentile(mortality_count) − percentile(publications_5y)
activity
12506
burdenPercentile
50
activityPercentile
56.7

ranking row 2598672

24=Malignant Hypopharyngeal Neoplasm-1023.3Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
322
formula
percentile(mortality_count) − percentile(publications_5y)
activity
581
burdenPercentile
3.3
activityPercentile
13.3

ranking row 2598673

25=Hodgkin Lymphoma-13.320Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
1168
formula
percentile(mortality_count) − percentile(publications_5y)
activity
2178
burdenPercentile
26.7
activityPercentile
40

ranking row 2598674

26=Malignant Ovarian Neoplasm-16.716.7Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
14346
formula
percentile(mortality_count) − percentile(publications_5y)
activity
25793
burdenPercentile
63.3
activityPercentile
80

ranking row 2598675

27=Malignant Penile Neoplasm-23.313.3Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
239
formula
percentile(mortality_count) − percentile(publications_5y)
activity
1025
burdenPercentile
0
activityPercentile
23.3

ranking row 2598676

27=Malignant Testicular Neoplasm-23.313.3Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
380
formula
percentile(mortality_count) − percentile(publications_5y)
activity
1806
burdenPercentile
6.7
activityPercentile
30

ranking row 2598677

29=Malignant Thyroid Gland Neoplasm-306.7Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
1747
formula
percentile(mortality_count) − percentile(publications_5y)
activity
13792
burdenPercentile
30
activityPercentile
60

ranking row 2598678

30=Malignant Gastric Neoplasm-36.73.3Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
11035
formula
percentile(mortality_count) − percentile(publications_5y)
activity
34783
burdenPercentile
53.3
activityPercentile
90

ranking row 2598679

31=Malignant Cervical Neoplasm-400Medium confidencecdc-uscspubmedcdc-wonderseeriarc-globocan
inputs
deaths
4092
formula
percentile(mortality_count) − percentile(publications_5y)
activity
26673
burdenPercentile
43.3
activityPercentile
83.3

ranking row 2598680

Data updated 16 hours agoSource updated unknown31 eligible entities · inputs hash bc9d79078f1b6cd831b37594